Commit Graph
131 Commits
Author SHA1 Message Date
ctype_labandClaude Opus 5 86854cd0d7 docs(union): changelog entry + port-checklist annotations
The two kernel port checklists record the extractor configs as surveyed
at porting time; their structTypes lines are marked superseded rather
than rewritten, so the surveys stay readable as history.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-06 15:47:09 +09:00
Colby McHenryandClaude Opus 5 d6d17288be docs(benchmarks): re-derive the token figures the result.usage bug touched
Swept every benchmark doc for figures produced off `result.usage` and fixed
the ones that had raw logs to re-derive from.

residual-context-occupancy.md — the sonnet 3-turn throughput table. Re-derived
from the preserved logs: tokens saved 23% -> 56%, and vscode's "98% MORE tokens
with codegraph" was never real, it is 41% fewer. Cost, time and tool calls were
never affected by this field and are unchanged. The occupancy table itself is
measured off the timeline, so every number in it stands -- including the 82%
higher residual, which is the finding the document exists for.

call-sequence-analysis.md — this doc DIAGNOSED the bug and its reproduce block
claimed the aggregator summed per-turn tokens. It did not, until 04c0f8e. Noted,
with the three wrong results the gap produced: the excalidraw cut recorded here,
the sonnet campaign, and the Opus re-measure that invented a token regression.

answer-directly-vs-explore-agent.md — build 0.9.4, 2026-05-24, raw logs gone.
Cannot be re-derived, so flagged rather than silently left or invented: its
token figure is indicative, its turn/read/context findings do not depend on the
broken field and stand.

The remaining benchmark docs (allocation-ab-1500, dedup-cg20, allocation-
efficiency, feedback-metrics) carry no throughput tables — checked, clean.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-05 21:36:10 -05:00
Colby McHenryandClaude Opus 5 48cbc21a17 merge: cross-call explore session dedup (CG-2, #1500)
Never re-serve source this session already sent: session-scoped state (CG-17)
plus a precise back-reference in place of the bytes (CG-18). Duplicated source
drops 6.4% -> 0.74% of the response, at flat cost per call, with more unique
source in its place.

Bar 4 of CG-20 -- "residual occupancy must drop" -- is NOT met, and the gate
records why: CG-18's accepted rule spends reclaimed bytes on files not yet
shown rather than banking them, so a design that re-spends every byte cannot
lower the byte count. The two requirements were mutually unsatisfiable as
written. Bars 1-3 (no extra Reads, no abandonment, no bucket shift) pass across
24 runs on both arms.

Kept on that basis, and cheap to reverse: CODEGRAPH_EXPLORE_DEDUP=0 disables it
at runtime. Full gate: docs/benchmarks/explore-dedup-ab-cg20.md

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-05 14:29:20 -05:00
Colby McHenryandClaude Opus 5 2cfd321b23 docs: CG-20 — the dedup gate, three bars pass and the fourth cannot (CG-2)
Read is 0 in all 24 runs of both arms across client-go and excalidraw, no
isError, codegraph is the last tool in every run, and both "Read a file we
returned" / "did not return" buckets are empty — with back-references
demonstrably reaching the agent in 8 of the 9 multi-call runs.

Residual occupancy is flat, and the measurement shows it could not have been
anything else: CG-18 was accepted on the rule that reclaimed bytes get spent on
unseen files rather than banked, so the byte count cannot fall. What moves is
the duplicate fraction of that residual — 87% less across the agent runs, 86%
and 94% on two matched deterministic replays.

Also recorded: dedup.savedChars is a pre-clip figure (11,450 reported against
1,042 chars actually re-served), so tuning off it inflates the win ~7x.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-05 14:11:33 -05:00
Colby McHenry 7a7ea30cbd docs: cross-call dedup — its gates, where the bytes go, and the all-pointer guard (CG-18)
Extends the session-state design doc with the layer built on it: what gates a
withheld span (session, content fingerprint, two size floors, kill switch),
why the fingerprint and not #1474's drift flag, the two channels the
reclaimed bytes leave by, and why "no duplicate ranges across calls" holds
for every call that had something new to say rather than universally.
2026-08-05 13:47:29 -05:00
Colby McHenry 4e94860f8f docs: the session-state layer — its four constraints and which way to be wrong (CG-17) 2026-08-05 13:24:06 -05:00
Colby McHenryandClaude Opus 5 5dd4db68cd docs: the occupancy baseline says our residual is higher — write that down (CG-13)
Fills the empty RESULTS placeholder with the 2026-08-05 campaign
(bgjob-6d357cd2: 7 repos x 2 arms x 4 runs x 3 turns, 137 min).

The finding is not the flattering one. Retrieval residual is 82% HIGHER
with codegraph and share-of-context 27% higher, on all seven repos —
vscode 67k resident against 18k. At the same time six of seven
without-arms *process* more total tokens (gin 660k vs 290k) while
leaving less behind. Both are true: one dense verbatim payload stays
resident where many small Read/Grep results evict. This corroborates
issue #1500 on our own harness; the aggregator used to print it as
"-82% lower with codegraph" until the sign bug at 520ed9d.

Also:

- States the regime everywhere. This ran claude-sonnet-5 / 3-turn; the
  README's table is Opus 4.8 / single-question. Measured 24/23/20/84
  against the published 60/69/20/89 — model and turn count, not
  contamination. Records the two inversions honestly (vscode processes
  98% more tokens, django costs 17% more) and that 4 of 28 with-arm
  sessions still touched Read.
- Corrects the "Settled" section, which claimed a 7-repo baseline
  existed before one did, and adds the unclaimed Opus rerun.
- Records the contamination gate: 0 CLI calls returned output in 56
  sessions, but 29 attempts were blocked — 26 of 28 without-arm
  sessions tried. no-cli-shim.sh is load-bearing, not precautionary.
- Records the secondary readings as absolute, not before/after: 86.7%
  allocation efficiency pooled over 110 calls, read-of-a-file-we-
  returned 2%, explore-again 73% and ambiguous by construction.

README.md is deliberately untouched — restating its numbers from sonnet
3-turn data would be wrong. A proposed README paragraph is drafted at
the end of the benchmark doc for the maintainer to accept or reject.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-05 13:06:51 -05:00
Colby McHenry 382791f11e docs: one entry point for the three feedback metrics, and how to run them (CG-11)
Three per-metric docs told a maintainer what each number means; none said
which one answers which question, which harness produces it, or how to read
the arm table. agent-eval-feedback-metrics.md is that page — the metric →
question map, when to reach for ab-new-vs-baseline.sh (isolates a change,
both arms codegraph-on) versus run-all.sh (with vs without, a different
question) versus bench-readme.sh, the worked CG-22 express table where all
three read together, and the bucket → fix mapping. Not a fourth restatement:
the derivations stay where they are and each doc now points here.

The caveats that change how the summary table is read are carried over rather
than dropped — allocation efficiency is relative (attribution is by citation,
so same-question builds only, and never "codegraph wastes N%"), occupancy
shares are Claude Code / 200k and do not transfer between hosts while the arm
ratio does, sufficient is not correct, small-n throughout. Plus the
contamination row, which means different things in the two harnesses and is
the first thing to look at in both.

Also records that the CG-8 7-repo bucket block no longer re-derives:
bench-readme.sh overwrites /tmp/ab-readme, so the swept logs are gone. The
current logs give a different distribution over the same 62 calls, and the
CG-8-era and current classifiers agree exactly on them — so nothing moved
under the metric, the corpus did. CG-13 re-establishes the baseline.
2026-08-05 00:59:58 -05:00
Colby McHenry fa15d1046a docs: allocation efficiency — the metric, its guards, and the 103-run baseline (CG-9)
Records the sweep over every A/B log on this machine (103 sessions, 297
explore calls, 0 crashes) and, more usefully, the new-vs-baseline arm
table the metric exists for: express 82% → 100%, cg21/client-go 67% →
95%, two pairs going the other way.

States the caveat in the places it can be misread: the corpus median sits
in the eighties because these are flow questions whose answers name most
of the chain, the metric is byte-weighted, and an agent can use a file
without citing it. It compares two builds on one question; it is not an
absolute waste figure.
2026-08-05 00:44:30 -05:00
Colby McHenryandClaude Opus 5 254e573f11 docs: the 7-repo bucket baseline, and the recall case by hand (CG-8)
The 14 multi-turn with-arm sessions of the README corpus exercise every bucket
(62 calls), so the sweep is no longer one repo family: 47% explored again, 11%
Read a file we returned, 2% Read a file we did not, 23% Grep/Glob, 18% moved on.
Flagged as a baseline rather than a verdict -- three-turn sessions on hard flow
questions, and "explored again" includes the legitimate second call on a repo
whose budget is 2-3.

The recall bucket's one real instance is worth reading: explore returned
InteractiveCanvas.tsx and named StaticCanvas.tsx without shipping it, and the
agent went and read exactly that.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-05 00:30:58 -05:00
Colby McHenryandClaude Opus 5 945e52f4ee docs: explore sufficiency -- the metric, its rules, what it caught (CG-8)
Records what each bucket means and which fix it points at, the four rules that
keep the classification honest (same-message calls, bookkeeping tools, subagent
threads, earlier-explore files), and the three real transcripts it was
hand-checked against -- including the excalidraw canvasNonce run, where it
independently found the data-flow frontier CLAUDE.md already documents: 0%
sufficient, without being told what to look for.

Also states what it does NOT say: sufficient is not correct, one Read is a vote
rather than a proof, and bucket 1 is ambiguous by construction.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-05 00:29:57 -05:00
Colby McHenryandClaude Opus 5 52b194a6be merge main into CG-3: keep the envelope view alongside occupancy
CG-3 branched from main before CG-1 landed and rewrote parse-run.mjs wholesale
into an exported parseSession(), which dropped CG-1's --envelope/--answer
reporting entirely. That view is the instrument the CG-1/CG-22 allocation gate
measures bar 2 with, and it is in that benchmark's documented reproduce steps,
so it cannot be lost to the merge.

Resolution takes CG-3's rewrite as the structure and ports the envelope feature
into it: parseSession now collects codegraph_explore response text in call
order, formatEnvelope renders the per-file share, and the CLI parses
--envelope/--answer ahead of the positional filter so a glob is never mistaken
for a log path.

The glob sentinel stays written as a \u0000 escape, never a literal NUL byte --
a raw one makes git treat the whole script as binary, exactly as the comment
there warns.

Verified: --selftest 18/18, and a synthetic explore transcript reports the
expected per-file shares and answer-set total.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-05 00:08:57 -05:00
Colby McHenry e35d4861e0 test(agent-eval): block the codegraph CLI outright — hiding it from PATH was not enough (CG-7)
An agent denied `codegraph` on PATH ran `find / -maxdepth 4 -iname "*codegraph*"`,
found the binary, and invoked it by ABSOLUTE PATH — 12 times in one without-arm
run. So block the invocation itself with a PreToolUse hook on Bash, written into
the run's output dir as an artifact alongside the MCP configs rather than as a
repo file.

The pattern matches command positions only, so looking is still allowed and only
using is denied: `grep codegraph src/`, `ls .codegraph` and `which codegraph`
pass through, while `codegraph explore`, `/abs/path/codegraph …`, `cd x &&
codegraph …` and `VAR=1 codegraph …` are refused. run-all.sh proves both
directions at startup and refuses to run if either fails. parse-run.mjs's
detector uses the same rule, so prevention and detection cannot drift — and it no
longer false-positives on the corpus path, which contains the word codegraph.

Verified end-to-end: the without-arm now probes with `ls .codegraph; which
codegraph`, finds nothing usable, and falls back to Read/Bash.
2026-08-04 16:10:32 -05:00
Colby McHenry b93c8d2b6c test(agent-eval): self-test the occupancy math, and fix ratio calibration under shedding (CG-7)
parse-run.mjs --selftest runs the math over synthetic transcripts with known
answers: attribution, message.id dedupe, compact_boundary, FIFO micro-compaction,
and multi-turn stitching. It found a real bug. A gap where the window also SHED
content has a delta far below what was added, which reads as absurdly dense text
and dragged the whole run's ratio with it -- a shed gap in the fixture pushed
2.5 chars/tok to 4.4 and left the wrong result resident. Shedding can only push a
gap's ratio up, so the calibration now takes the lower median as its centre,
drops gaps well above it, and pools the rest. Runs that never shed are unaffected
(gin and vscode re-measure identically).

Also drafts docs/benchmarks/residual-context-occupancy.md -- method, error bar,
and the limitations this metric does not settle. Baseline numbers to follow.
2026-08-04 14:41:13 -05:00
Colby McHenryandClaude Opus 5 c65d56ceba docs: CG-22 — the epic's gate, re-run at CG-15's exact setup (#1500)
CG-21 fixed the unspent-reservation defect and re-ran the A/B itself. CG-22 is
the gate proper: CG-15's setup, unchanged, measured independently of the task
that wrote the fix. RUNS=3, both arms codegraph-on, sonnet/high,
CODEGRAPH_NO_PROMPT_HOOK=1 on both, baseline pinned to 49c11fc by SHA, fresh
clones of the same three repos and the same three questions.

All four bars pass. Read = 0 in all 12 new-arm runs (express 3, excalidraw 3,
client-go 6) while the baseline reads in 3 of 3 express runs and 1 of 6
client-go runs; the express run that failed CG-15 with 4 Reads of lib/utils.js
now reads nothing and receives the file whole. Answer share >= 66.6% in every
new run. Medians: express 26s -> 24s, excalidraw 26s -> 26s, client-go
35s -> 36.5s at n=6 with fully overlapping ranges.

Deterministic core re-measured on BOTH builds in one session rather than
quoted: lib/utils.js renders whole at 6,380 B on baseline and on HEAD (583 B
stub under CG-12), and the source envelope goes 13,849 -> 14,913 against an
unchanged 13,000 budget, so the reservation is spent and the envelope stops
shrinking. client-go's +1.5s median is attributed away from the build: explore
latency 669 vs 668 ms (n=5) and the new build's deterministic response is both
smaller (15.8K vs 18.9K) and more concentrated (top file 50.2% vs 35.7%).

Two counter-points recorded as measured, not smoothed: excalidraw's new arm
runs below its baseline on answer share (66.6-81.9 vs 75.5-92.7, all well over
the bar), and this session's client-go baseline sampled well (85.6-100%), so
the #1500 gap is smaller here than in CG-21's session.

CHANGELOG: the two #1500 bullets were multi-sentence paragraphs carrying
implementation detail. Rewritten to house style as four bullets that lead with
the symptom, with the mechanism, the banner catalogue and the old-behaviour
contrast dropped; the @LeDuyViet credit and the re-index note stay.

Suite green on the measured build: 171 files, 2,868 passed, 6 skipped.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-04 12:58:26 -05:00
Colby McHenry abee46c5e4 docs: CG-21 A/B — the gate passes, all four bars (#1500)
Re-runs CG-15's agent A/B on the fixed build: same harness, same three
prompts, same baseline ref, n=6 per arm on express and excalidraw.

Read = 0 in all 15 new-arm runs. The express regression that routed the
defect to CG-21 does not reproduce in 6 attempts, and the baseline now
reads in 4 of 6 while the new arm reads in none (median 24.5s -> 21.5s),
so the control beats the arm it previously lost to. client-go holds
92.7-96.2% answer share against a baseline run at 53.8%.

Excalidraw's new arm is ~8s slower at the median and that is recorded as
NOT attributable to the build rather than waved through: explore's own
latency is 374ms vs 372ms on the same query and index, the deterministic
responses differ by +2% with one byte-identical, and the unchanged main
build's own median moved 34s -> 26.5s between the two sessions — the same
magnitude as the gap.

Bars were not re-baselined; they are CG-15's four, applied to a larger
sample. The CG-15 section is kept intact and marked superseded, because
its root-cause analysis is the record of why the fix looks like it does.
2026-08-04 02:40:10 -05:00
Colby McHenry 51cd053d85 docs: CG-21 — spending the reservation (design record + CHANGELOG precision)
Records both levers, the funding-pool design (and the per-file version that
dropped payslip_builder.go), the resolved memory-budget.ts exception, and the
two hermetic fixtures with their mutation matrix.

The CHANGELOG clause 'no longer trimmed while a smaller, weakly-related one is
included whole' was imprecise after CG-21: the smaller file often IS still
included whole now, when its share nearly covers it. Reworded to say what the
fix actually guarantees.
2026-08-04 02:17:28 -05:00
Colby McHenryandClaude Opus 5 c7103c7f2f docs: CG-15 agent A/B of the #1500 allocation change — gate fails on the control
Three repos, both arms codegraph-on, sonnet/high, 3 runs per arm.

PASS on the two medium repos: client-go (the reporter's Go shape, 2,001 of
2,454 files generated) and excalidraw hold Read 0 in every run of both arms,
excalidraw goes 34s -> 24s at the median with one fewer explore call, and the
generated clientsets/informers that took 10.5%% of a baseline envelope appear
in no new run.

FAIL on express, the small control, in 1 run of 3: 4 Reads and 52s against a
baseline that read once. Not agent variance — replaying that run's query
deterministically, lib/utils.js goes from 6,380 bytes whole to a 583-byte
cluster stub and the envelope shrinks 13.8K -> 9.2K against an unchanged
13,000 budget. The diagnostic shows the allocator was right and the render
loop was not: utils.js is the top-ranked file, was reserved 3,870 chars, and
spent 583. The whole-file bound (allowance + grace = 4,450) lands just under
the file's 5,293 bytes, so the whole-file render is declined and the unspent
reservation is dropped rather than redistributed.

Bar 1 is the hard gate, so per CG-15's acceptance rule the design goes back to
CG-12 — the budget is not to be widened to compensate. Two candidate fixes are
written up in the design doc.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-04 01:26:47 -05:00
Colby McHenryandClaude Opus 5 1d9206d2d0 test(explore): lock down proportional byte allocation (CG-14, #1500)
Coverage for the CG-12 allocator, built around "would this go red if the
lever were removed" rather than line coverage — every way this regresses
is silent, ending in an agent falling back to Read.

Unit (`explore-proportional-allocation.test.ts`, 18 -> 38): calibration
pins, envelope safety across every tier and 30 candidate shapes, the
cliff boundary, spine weighting/trim survival, the diffuse control, and
the degenerate inputs — identical scores, a lone file, a runaway top
scorer, zero results, maxFiles 0, a non-finite score.

End-to-end (`explore-allocation-e2e.test.ts`, new): CG-6's second
regression fixture as a deterministic synthetic mirror — a large relevant
file, a small helper that used to win by shipping whole, and an
incidental `explore`/`BUDGET` collision — asserting per-file budget
share, not file presence. Plus degenerate result sets and a survey-style
diffuse control through the real render loop. The live self-query arm
stays in probe-allocation.mjs, where drift is a number to re-baseline
rather than a red suite.

Reverting the render loop to the pre-CG-12 rules reproduces #1500 on the
mirror exactly and takes 5 e2e + 2 payroll gates red:

  file                     score  pre-CG-12       CG-12
  src/mcp/allocator.ts      77.5  4,843 (39.7%)   9,335 (80.1%)
  src/util/budget-math.ts   36.0  6,079 (49.8%)   1,037 ( 8.9%)

Two defects the invariants surfaced, both fixed in tools.ts:
- rounded shares could sum past `pool`, so "reservations fit the
  envelope" was approximate rather than exact; both terms now floor
- a non-finite score made every share Infinity/Infinity, handing the
  render loop a NaN allowance; `weightOf` now fails safe to 0

Also adds a hard-ceiling gate to the payroll fixture — at 19.3K against
a 19.5K ceiling it is the only fixture that stresses the ~25K inline cap
— and exports EXPLORE_ALLOCATION so invariant tests read the constants
while one test pins the literals.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-04 00:56:50 -05:00
Colby McHenryandClaude Opus 5 5f7f5f59df feat(mcp): score-proportional byte allocation for explore, with a relative cliff (CG-12, #1500)
The explore envelope used to follow FILE SIZE, not relevance. Every admitted
file was capped at the same flat `maxCharsPerFile`, while the whole-file rule
handed anything under `maxCharsPerFile * 3` its entire contents — a 3x swing
decided by how big a file happened to be:

  - self-query: `memory-budget.ts` (score 18) shipped whole and took 51.2% of
    the response; `src/mcp/tools.ts` (score 41, 4x the graph mass, 3x the term
    hits — it holds the allocator itself) was clipped at 3,800 and got 32.9%.
  - #1500 Go fixture: two generated CRUD files shipped whole at ~4.5K each AND
    consumed two of the tier's four file slots, so `BuildPayslip` — the
    hand-written "calculate" half of the question — ranked #6 and never
    rendered at all.

`allocateExploreBudget` now reserves each ranked file a share of the envelope
before anything renders, so the render loop spends a reservation instead of
racing for whatever the files above it left:

  - weight = score x worth x (spine ? 2 : 1), where `worth` is `rankPenalty`
    applied a SECOND time — ranking answers "is this file about the query",
    allocation answers "will these bytes teach the agent anything", and
    generated CRUD can legitimately rank while its bytes stay boilerplate;
  - a relative cliff at 15% of the top weight (capped at SCORE_FLOOR_MAX, so a
    god-file can't silence peers the score floor just admitted) gives a file
    ZERO source — path, symbols and line numbers only — and crucially frees its
    `maxFiles` slot for a file that earns its bytes;
  - every admitted file gets MIN_CHARS, then the remainder splits by weight:
    the floor keeps a diffuse survey question returning a spread, the remainder
    concentrates a precise one;
  - the flat per-file cap is retired as the primary guard, leaving a 70%-of-
    envelope safety valve.

Two changes were needed to make the reservation bite: an oversize cluster now
shrinks by whole MEMBER symbol ranges (a single-cluster god-file previously
took ~40% more than allotted, and the file below it was dropped for lack of
room), and the arrival-order budget stops are gone — they cut files by the
order they were reached rather than by merit.

Measured: payroll-go answer group 25.6% -> 78.7%, generated 57.4% -> 0%, and
`func (s *Service) BuildPayslip` now delivered; self-query `tools.ts` 18.5% ->
60.6%, past the epic's >50% bar. Controls hold: cobra/gin diffuse survey
queries keep their file spread (3->3, 3->4), express's middleware query is
byte-identical, and gin's flow query moves its top file from the thin `ginS`
singleton wrapper to `routergroup.go`.

One documented exception to "no previously-unclipped file becomes clipped":
`memory-budget.ts` was unclipped-whole at 5,672 and now clusters within its
3.1K reservation. That is the epic's own diagnosis of the bug — it scored 18
against 58 and was taking the larger slice purely for being small.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-04 00:37:17 -05:00
Colby McHenryandClaude Opus 5 a3898cdc70 feat(mcp): relevance scoring overhaul for explore — kill incidental name-collision matches (CG-10, #1500)
Explore's per-file relevance awarded +50/+10/+3/+1 by match class and admitted
anything scoring >= 3. Neither half held up: the tier said HOW a symbol reached
us, never whether the match was evidence, and an absolute floor admits noise on
any repo where the top file scores 50+. Three scripts/agent-eval/*.mjs harnesses
took 63% of this repo's own "how does explore allocate its output budget" answer
on nothing but an unused `const explore` and a `const BUDGET`.

Four levers:

- KIND WEIGHT (RELEVANCE_KIND_WEIGHT): callables and types 1.0, members ~0.5,
  variable/constant/parameter 0.15-0.35. A weak-kind symbol with no usage edge
  anywhere in the graph (`contains` excluded — nesting is not usage) drops to
  0.08. Only weak kinds in the top two tiers pay for the DB probe; the subgraph's
  own edges answer most cases free. No measurable latency change (210 vs 211
  ms/call, n=12 interleaved).

- PERIPHERAL CAP: nodes >=2 hops from any match accumulate into a bucket capped
  at 5. Uncapped they added a flat +1 each, so a file grew more relevant by being
  bigger — parse-session.mjs reached 22 off one constant plus twelve unrelated
  symbols.

- RANK PENALTY: generated files x0.3, low-value x0.5, applied to the score AND
  the graph mass. Score alone would not have fixed #1500 — the generated CRUD
  carries MORE graph mass than the hand-written use-case, and graph mass outranks
  score in the comparator. Self-normalizing, never a hard exclusion.

- RELATIVE FLOOR: clamp(topScore * 0.2, 1, 10). Capped at one full-strength
  direct match so concentration elsewhere can never exclude one (without it a
  named-seed-heavy file pushed the floor to 21 and dropped a file the agent had
  named by class name). Backfills to 3 candidates when it would leave fewer, and
  drops the evidence requirement rather than return nothing at all.

excludeLowValueFiles was dead config — declared per tier, read nowhere; the
test/spec exclusion has been unconditional for a while. Removed. The real gap was
the detector: `isLowValue` anchored on a leading `/`, so a repo-ROOT `test/` dir
(express, cobra, most of npm and Go) never matched — express's routing question
spent 59% of its envelope on three test files. Anchored at `^` too, and the
filter now runs before the floor and judges "are there other candidates?" on the
whole gather.

Measured before/after on the same indexes (baseline bd86ad2):
- payroll-go fixture: generated 57.4% -> 23.5%; answer 25.6% -> 61.5%; cycle.go
  delivered 0 -> 38.9%. Generated ranks #3/#4, was #1/#2.
- self-query fixture: eval scripts 72% -> 0%; tools.ts ranks #1.
- express "route a request": 59% to test/* -> lib/application.js + lib/response.js
- cobra x3, codegraph "indexing pipeline": byte-identical (control)

Diagnostic gains a per-file penalty multiplier and NodeKind mix, so "why did this
file score X" is legible. Selection stages reordered to match the pipeline.

CG-6's gates flip from it.fails to live regressions except the byte-split ones,
which stay open for CG-12 (allocation still follows file size within the ranked
set).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-04 00:02:45 -05:00
Colby McHenryandClaude Opus 5 bd86ad2061 test(explore): #1500 regression fixtures for budget allocation (CG-6)
Two permanent fixtures pinning the failure mode from issue #1500 — explore
spending its byte envelope on files that merely name-collide with the query.
BOTH FAIL TODAY, by design: they document the bug and become the pass gate
for CG-10 (scoring) + CG-12 (proportional allocation).

__tests__/fixtures/payroll-go/ — a synthetic Go service mirroring the
reporter's shape: generated FKIT CRUD beside a hand-written payroll use-case,
entered from an HTTP route. Half the generated tree carries ORDINARY names
detectable only by their `// Code generated ... DO NOT EDIT.` header (the
#1500 case, and end-to-end cover for CG-5); `payrollpb/*.pb.go` covers the
path-detectable channel. BuildPayslip, Upsert and Store each exist twice,
generated and hand-written. cycle.go sits above the whole-file window so it
clips; the generated files sit below it so they ship whole.

Asking "how does payroll cycle create and calculate payslips?" — naming none
of the answering symbols — the generated CRUD delivers 57.4% of the envelope
against the hand-written layer's 25.6%, all of the latter domain types.
cycle.go is allocated the single largest slice (30.6%) and delivers ZERO: the
hard ceiling drops its whole section. runPayrollCycleAll, the hand-written
BuildPayslip and the real Upsert never reach the agent.

The second fixture is this repo, "how does explore allocate its output budget
across files", where scripts/agent-eval/*.mjs take 71.8% against tools.ts's
18.5% despite scoring 4.6x lower. It reads the live index, so its assertions
are relative rather than fixed percentages.

- scripts/agent-eval/probe-allocation.mjs — per-file budget-share probe,
  driving the CG-4 diagnostic through a JSONL sidecar so it measures the
  shipping allocator. Fixture entries are hermetic (copy + re-index per run,
  verified byte-identical across runs); exits 1 while any assertion fails.
- scripts/agent-eval/allocation-fixtures.json — both fixtures declared, with
  the 2026-08-03 baselines.
- __tests__/explore-allocation-1500.test.ts — fixture-shape assertions green
  today; the allocation assertions held as `it.fails` so the suite stays green
  while the bug is open and goes RED the moment it is fixed.

Also documented and deliberately left unfixed: runPayrollCycleAll's
`s.store.Upsert` edge resolves to the GENERATED Store.Upsert, not the
hand-written one — same-name method resolution across two packages picks the
wrong receiver. It is upstream of the allocation bug, so it belongs with
CG-10's scoring work.

Refs #1500

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-03 23:30:17 -05:00
Colby McHenryandClaude Opus 5 16e17495f4 feat(extraction): content-based generated-file detection (CG-5, #1500)
`isGeneratedFile` was path-only, but Go's own convention is a CONTENT
marker (`// Code generated by <tool>. DO NOT EDIT.`), not a filename one.
A Go monorepo with generated CRUD in ordinarily-named files sitting beside
hand-written use-cases was therefore invisible to every generated-file
down-rank in the codebase — that is #1500.

Measured on kubernetes/client-go (2,453 Go files): the canonical banner
appears in 2,001 of them, the path check flags 0, the new content check
flags exactly those 2,001 — no false positives, no misses.

Design: decide at INDEX time (content is already in memory for parsing),
persist on `files.generated`, read from the DB. Explore never reads file
headers per request.

- `hasGeneratedHeader(content)` recognizes the standard banners — Go's,
  protoc's, `@generated`, `<auto-generated>`, Thrift, OpenAPI Generator,
  FlatBuffers, bindgen, ANTLR. Precision-first and fenced three ways: an
  8KB/60-line header window, a comment-line requirement (leader or open
  block comment), and markers tight enough that prose can't trip them. A
  generator's own source, holding the banner as a string constant in its
  body, is not flagged; neither is this module itself (pinned by test).
- `isGeneratedFile(path)` is unchanged — cheap, sync, still the fallback.
- Schema v9 adds `files.generated` + a PARTIAL index. DDL only, no
  backfill: the flag derives from content the migration cannot see, so
  rows stay 0 until a re-index and every reader unions the flag with the
  path check — an un-migrated index keeps pre-#1500 behavior rather than
  regressing. Re-index required; noted in the CHANGELOG.
- `generatedPredicateFor(paths)` gives ranking a bounded probe + O(1)
  lookups. Bounded, not cached: no invalidation, so a ranking call can
  never serve a verdict the last sync already replaced. Wired into explore
  ranking, findSymbolMatches, findAllSymbols, search (MCP + CLI), the
  context formatter, and the dominant-file/route-file hygiene filters.

Cost (acceptance bar was no measurable index-time regression): a single
unanchored `/generat/i` test over the header rejects ~every hand-written
file before any line splitting. 4.6 µs/file on client-go (worst case —
82% generated). End-to-end `codegraph init` on client-go, n=3 alternating
arms: 5.73s median with detection vs 5.76s path-only baseline; the arms
cross over between runs, so the difference is inside run-to-run noise.

Scope note: generated status remains a stable TIEBREAK at equal score,
exactly where it was. Making it a strong negative signal is CG-10, which
this unblocks by making the signal correct and available.

Two pre-existing tests hard-coded schema version 8; both now track
CURRENT_SCHEMA_VERSION (or the migration table) so future migrations
don't require editing them.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-03 23:13:59 -05:00
Colby McHenryandClaude Opus 5 b37f191f5a feat(mcp): per-file allocation diagnostic for explore (CG-4)
How codegraph_explore divides its byte envelope among files was
unobservable — you could read a response and guess, but not say "this
file took 16% and that one took 20%." Nothing else in the budget-
allocation epic is measurable without that.

CODEGRAPH_EXPLORE_DEBUG now emits one report per explore call (stderr
table, stderr JSON, or a JSONL sidecar path). Per file: relevance score,
graph mass, term hits, ranking flags, render mode, bytes allocated vs
delivered, both shares, and whether it was clipped — plus why a ranked
candidate never rendered. Totals cover envelope vs maxOutputChars vs the
hard ceiling, the source/meta split, the selection funnel, and the score
floor and relevance-gate thresholds applied.

Allocated and delivered are reported separately on purpose: they diverge
exactly when the 25K ceiling truncates, and conflating them is how a
dropped trailing file goes unnoticed.

Off by default and byte-identical when off — it ships in the product
binary, and a diagnostic that perturbs the response by one byte would
invalidate every A/B taken with it on. ExploreDiagnostics.start() returns
null unless the env var is set, so every call site is a `diag?.` no-op.

Baseline recorded in docs/design/explore-budget-allocation.md: on this
repo, src/mcp/tools.ts gets 15.8% of the envelope while three weakly-
relevant agent-eval scripts take 61% between them — despite tools.ts
carrying 5.4x the score and 2.6x the graph mass of any of them. Small
files ship whole; the large answer file is clipped at maxCharsPerFile.
Rank ordering is correct and buys nothing. The loop also allocated 23,193
chars against an 18,000 budget.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-03 22:51:18 -05:00
49c11fc2e0 Self-hosted telemetry on Cloudflare D1 + password-gated admin dashboard (CG-7) (#1497)
* feat(telemetry): D1 schema + migrations for raw events and daily rollups

First step of replacing PostHog with self-hosted telemetry on Cloudflare D1.
Creates the codegraph-telemetry database binding and the initial migration; no
worker code paths change yet (the ingest write path and the nightly rollup cron
land next).

Schema is raw events plus daily rollups: `events` holds one row per sanitized
event with the envelope broken out into columns and event-specific props as
JSON; `daily_machines`, `daily_event_counts` and `daily_dim_counts` are the
nightly rollups the dashboard reads; `machine_first_seen` and `machine_days`
carry the retention cohorts and are never purged. One generic dimension table
covers every bar and pie, so a new breakdown is a cron change rather than a
migration.

The migration is commented as an audit surface, like the rest of this worker —
every column, and which dashboard chart each rollup table serves.

Three judgment calls worth flagging, all documented in the file:

- `events` gets `(day, event)` instead of the separate `(day)` and `(event, day)`
  indexes. D1 bills a row write per index touched, so a third index on the hot
  table costs ~97k writes/day, and `(day, event)` is a covering index for plain
  day-range scans anyway (verified with EXPLAIN QUERY PLAN).
- `daily_event_counts` and `daily_dim_counts` carry a `machines` column, and
  `machine_days` a `prod` flag. The "users by ..." panels and the production-user
  count are distinct-machine numbers, not event counts, and they are
  unrecoverable once raw events are purged.
- No CHECK constraint on `event`: the worker's allowlist is the source of truth
  and the write path is fail-silent, so a rejected INSERT would lose data
  quietly instead of erroring loudly.

Volume note in the migration footer: ~30M row writes/month against the 50M
included on Workers Paid. Storage is the tighter constraint — raw events grow
~74 MB/day, so retention should start at 90 days (~6.7 GB) rather than 180,
which would exceed D1's 10 GB per-database cap.

* feat(telemetry): admin dashboard worker — scaffold + shared-password auth

New Cloudflare Worker at telemetry-dashboard/, sibling of telemetry-worker/ and
bound read-only to the same D1 database. Serves a static frontend plus a JSON
API behind a shared password, on stats.getcodegraph.com.

Auth is the simplest thing that is actually safe for exactly two users: one
password in a secret, compared in constant time over SHA-256 digests, and an
HMAC-signed cookie (HttpOnly; Secure; SameSite=Lax; Path=/) with a one-year
expiry so you sign in once per browser. The cookie is a signed assertion, not a
lookup key — no session store. Its payload carries a fingerprint of the password
it was minted against, so rotating ADMIN_PASSWORD signs everyone out. Login
attempts are capped at 5/min per IP via a ratelimit binding.

Everything is deny-by-default: assets.run_worker_first routes every request
through the worker before the static-asset server sees it, so the dashboard
HTML, its JS, its CSS and the chart library are all behind the session check.
The login page is rendered inline by the worker rather than served from public/,
which leaves no "is this file public?" judgement calls in the asset directory.
Unauthenticated pages 302 to /login, unauthenticated /api/* gets 401. A missing
secret fails closed rather than opening the dashboard.

scripts/smoke-auth.sh is the regression net — 54 assertions against a throwaway
`wrangler dev` covering the gate, cookie flags and persistence, forged/flipped/
truncated cookies, open-redirect refusal, brute-force capping, and password
rotation invalidating live sessions.

Refs CG-11.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* chore(telemetry-dashboard): simplify the chart-library probe in the shell

Refs CG-11.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* feat(telemetry): nightly rollup cron + raw-event retention purge (CG-10)

Adds a scheduled() handler to the ingest worker that recomputes
daily_event_counts / daily_dim_counts / daily_machines for the just-completed
UTC day plus a 2-day overlap (late-arriving offline buffers), then purges raw
events past the retention window. Rollup writes are idempotent upserts, so a
re-run never double-counts. Also adds an ADMIN_TOKEN-guarded
POST /admin/rollup?day=YYYY-MM-DD for backfill/repair, and drops the PostHog
forwarding path.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* feat(telemetry): dashboard charts — SQL API over D1 + the Chart.js views (CG-12, CG-13)

Replaces the scaffold page with the dashboard proper: 19 panels covering every
view of the PostHog dashboard this retires, driven by one filter row.

src/api.ts is the read API CG-12 specified: /api/{meta,summary,timeseries,
breakdown,activation,retention}, all range-scoped, all parameterized against a
closed set of dims and metrics, all shaped labels[] + datasets[] so the frontend
does no arithmetic. Rollups answer everything except the activation funnel,
which needs raw events and says where they start.

The frontend splits into a DOM-free panel registry (public/panels.js) and the
page that mounts it (public/app.js), so the render check can drive the same
registry the browser rendered from. Panels fail alone, refetch dims rather than
flashing, and every chart carries a table twin.

Two numbers are labelled rather than rounded off: range-wide "users" per
dimension is machine-days (the rollups cannot give distinct machines, and
per-day counts are taken as the largest single-event count so one machine's
install + index + usage is not counted three times), and recent activation and
retention cohorts are marked as still-converting instead of drawn as a cliff.

Both colour scales were run through the data-viz validator against the panel
surface, not picked by eye; the results are recorded in public/theme.js.

Verification, all against the committed fixture (12 machines over 10 days, every
expected number worked out by hand from the events, not recorded from a run):
  scripts/smoke-api.sh      98 assertions
  scripts/render-check.mjs  79 assertions — real Chromium over CDP, no new deps
  scripts/smoke-auth.sh     54 assertions (unchanged, still green)

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* feat(telemetry): cutover runbook + the end-to-end gate that de-risks it (CG-14)

The account-level steps of the PostHog cutover are the maintainer's to run, so
this lands the runbook they follow and the check that has to pass first.

The runbook (telemetry-worker/README.md) walks the six steps in the order that
keeps them reversible: Workers Paid → migrate → deploy → watch 24h → verify the
first rollup and the dashboard → only then delete POSTHOG_KEY and cancel the
subscription. Step 3 records the outgoing version id because `wrangler rollback`
is the escape hatch for the whole verification window, and that window is
precisely why the PostHog key is deleted last rather than first.

The new gate (scripts/smoke-cutover.sh, `npm run smoke:cutover`) covers the one
seam nothing else did. Both workers declare the same D1 database_id, so pointing
them at a single --persist-to directory runs the real chain: a client batch →
the ingest worker → D1 → the nightly rollup → the dashboard API reading the
numbers back. Every other suite stops at one link — smoke-ingest at the events
table, smoke-rollup at hand-checked SQL, smoke-api at a hand-written fixture
that the cron never touched. That left the dimension names the rollup WRITES
versus the ones the dashboard READS agreeing by convention across two branches,
where a mismatch is silent: no error, no failed request, just a panel reading
zero forever. 61 assertions, all 13 dimensions, and three deliberate traps — a
ci machine that is active but not a production user, usage_rollup counts that
must be summed rather than tallied, and an uninstall's `targets` that must not
leak into the install-scoped breakdown.

Writing it caught that the activation funnel's denominator is first-seen
machines, not install events (deliberate — a reinstall must not re-enter the
funnel), so the suite now pins that distinction rather than assuming it.

Also rewords the last PostHog reference in dashboard code: a comment justifying
the 14-day retention curve by pointing at a dashboard step 6 deletes. The
reasoning now stands on its own.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* docs(telemetry): tell the truth about where events are stored (CG-15)

The telemetry docs are a privacy contract, and they still described a
managed analytics store that no longer receives anything. Replace that
with what actually happens now — events land in our own D1 database on
Cloudflare, the endpoint makes no outbound requests, raw events are
purged after 90 days and only anonymous daily rollups outlive them.
This strengthens the guarantee rather than restating it: there is no
second party to share with.

- TELEMETRY.md: new "Where it is stored" section; the never-collected
  IP bullet no longer leans on a vendor-side setting to hold.
- docs/design/telemetry.md: ingest section rewritten around D1 + the
  nightly rollup/retention cron; volume math redone on Workers Paid and
  the D1 quota (storage, not writes, is what sets the 90-day window);
  new section documenting the dashboard worker and cross-linking it.
- Fixed three drifts from the worker allowlist the sweep surfaced:
  schema_version was still 1, client_name/client_version was still
  marked "plumbing to add" though session.ts passes it today, and the
  legacy sqlite_backend field the worker still accepts was undocumented.
- telemetry-worker/README.md: step 6 claimed a repo-wide grep came back
  clean, which this runbook itself falsifies. Added step 7 — deleting
  the runbook is what makes that grep true, and is the completion check.
- smoke-cutover.sh: the vendor guarantee is now asserted by class
  (no analytics-ingest endpoint referenced) rather than by one vendor's
  name, so it keeps working once the name is gone. Verified it still
  catches a planted forwarding URL. 61/61 pass.

Retention is documented as 90 days, not the 180 in the task notes: 180
days of raw events exceeds D1's 10 GB per-database cap, and the code
purges at 90.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* chore: untrack local Kommandr issue DB and ignore its sqlite artifacts

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
2026-08-01 16:17:10 -05:00
38580e0b04 fix(python): bare class references produce references edges to classes (#1478) (#1493)
Python's class-as-value idioms (return SomeClass, x = SomeClass, registry
dicts, classes passed as arguments) produced no references edges, so
callers/impact on a Django/DRF serializer missed the views that consume it.
Three gates dropped them:

- return_statement was never dispatched by PYTHON_SPEC (kernel mirrored)
- the extraction gate (definedHere) collected function/method names only
- resolution accepted function/method targets only (matchFunctionRef +
  the function_ref import fast path)

Capture return_statement for Python (single expression; tuple returns not
descended), admit same-file CLASS names to the gate, and accept class
targets for Python bare identifiers — scoped to Python so the TS/JS KIND
FILTER contract is untouched. The docopt false-positive mechanism behind
the function-only rule (lowercase locals vs same-named methods) doesn't
transfer: methods stay excluded for bare ids, and the same-file/import
gate + unique-or-drop rules still apply.

Probed on django-rest-framework (~250 files): 559 new references→class
edges, 10/10 sampled genuine (serializer_class = AuthTokenSerializer, the
ModelSerializer field-mapping registry, aliases, ctor args, isinstance).
EXTRACTION_VERSION 24 → 25.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-01 01:36:07 -05:00
3c1f30ab48 docs(kernel): mark R7b complete — 20 languages default-routed, Linux leg validated (#1387)
Flips the migration plan's R7b milestone to done: eleven languages across
four same-day batches (rust #1371; csharp/ruby/php #1378-#1380; swift/
kotlin #1381-#1382; r/lua+luau/scala/dart #1383-#1386), batch 4 going
4-for-4 first-run parity (12-of-13 arc-wide). Also records the batch-4
upfront grammar-probe method and the dart wasm byte-copy vendor.

Validation note: the full suite (2,688 tests) also ran green on linux-arm64
in a fresh rust:1-bookworm + node 22 container with the kernel built from
scratch and CODEGRAPH_KERNEL_EXPECT=1 — the Linux leg for all 11
post-R7a walkers.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 20:02:23 -05:00
d1b75a1a27 feat(kernel): R7b Dart walker — dart module, vendored-grammar-C d4d8f3e + wasm byte-copy vendor, dart default-routed (#1386)
R7b batch 4 #4 — the FINAL R7b language (docs/design/dart-kernel-port-checklist.md
is the authoritative quirk list). The fourth vendored-grammar-C language,
with a twist: production dart resolved its wasm from tree-sitter-wasms,
whose dart dependency is an UNPINNED github:UserNobody14/tree-sitter-dart —
a routine dependency update would have silently changed dart's grammar.
This PR byte-copies the shipping 0.1.13 artifact into src/extraction/wasm/
(VENDORED_WASM_LANGS += dart) and compiles the same-commit (d4d8f3e337d8)
parser.c/scanner.c in the kernel — table identity proven by the
kernel-grammar-parity row. crates.io tree-sitter-dart is the nielsenko
fork (different lineage) — rejected.

The center of gravity is THE SIBLING-BODY DOUBLE-WALK, reproduced
bug-for-bug: dart attaches every function/method body as a NEXT SIBLING of
its signature, and the TS walkers consume each body TWICE — once via
resolveBody (attributed to the function/method) and once via the enclosing
generic walk (attributed to the file/class). Duplicate local-function
nodes with the SAME id under different parents, duplicated
calls/instantiates refs, and file/class-attributed fn-ref twins all emit
in the exact observed interleave (a dedicated fixture pins the
duplicate-id rows; the bloc kind-census spot-check pins the counts).

Also preserved (probe-pinned): the extractBareCall selector matrix (the
first callTypes=[] language — cascades completely invisible, `?.` encodes
like `.`, the `ConfigT.load()` calls+references double emission with no
callee-of-call skip, capitalized-chain `Foo.create().run` re-encode,
const-object callee names); the constructor hooks (unnamed ctor skipped,
named ctors/factories renamed to the CTOR name with the class as
returnType, `@override (T) m()` record-misparse rescued by class-name
validation); operator methods minting `method "<anonymous>"`;
static_final_declaration constants via the visitNode hook while instance
fields mint NOTHING; the prefixed-return-type prefix bug (`other.OtherClass
f()` → returnType `other`); enum `with` mixins silent vs `implements`
working; anonymous extensions named after the ON type; deferred imports
invisible; named-argument callbacks NOT fn-ref-captured (the Flutter
`onPressed:` idiom — future accuracy PR, TS-side first); `async*`/`sync*`
NOT async; value-refs with the LIVE dart sibling-body pull and the
`$X`-vs-`${X}` interpolation asymmetry; dartdoc kept in all three comment
forms with the annotation-broken chain.

Gates: parity sweeps first-run 0-diff on shelf/bloc/flutter — 5,815 clean
files byte-parity, deferrals 10/21/1341 ≈ the survey's 10/21/~1340
(both-arm grammar reality: empty object patterns — the sealed-class
idiom — and unnamed `library;` dominate; --max-deferral 0.3); full-init
dumps byte-identical ×3 (shelf 7,959 / bloc 40,026 / flutter 1,855,319
dump lines); bloc per-kind node census identical across arms (the
double-walk duplicate rows survive the store identically);
kernel-dart-parity suite (7 fixtures + in-memory CRLF variants +
double-walk duplicate-id pin + generated-file skip pin + two defer pins);
full suite 2,688 green ×2 with CODEGRAPH_KERNEL_EXPECT=1.
DEFAULT_ROUTED += dart (20 langs — R7b COMPLETE).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 19:55:48 -05:00
bdd687b49f feat(kernel): R7b Scala walker — scala module, vendored-grammar-C master@0aca5d0a6f, scala default-routed (#1385)
R7b batch 4 #3 (docs/design/scala-kernel-port-checklist.md is the
authoritative quirk list). The third vendored-grammar-C language and the
biggest grammar in the tree (35MB parser.c): the vendored wasm is
tree-sitter/tree-sitter-scala master@0aca5d0a6f — a post-v0.26.0 generation
sync that is not a release (the 0.26.0 crate is 30 states BEHIND, so a
crate pin would be a silent downgrade). NO wasm change: production has
parsed with this exact revision since #91 — the kernel-grammar-parity row
(ABI 15, 26,650 states, 32 fields, id-by-id tables) is the whole alignment
proof.

Preserved bug-for-bug (all probe-pinned): the leak-through asymmetries —
extension methods mint NO nodes (first def's body calls leak to the
enclosing scope, later defs invisible, and the braced form resolves its
body field to the `{` TOKEN via first-match-wins field lookup → whole
extension invisible); anonymous `new T { … }` template_body members leak to
the enclosing scope (findAnonymousClassBody misses template_body); the
bodied-vs-bodiless class asymmetry (bodiless headers walk class_parameters
→ default-value calls emit FROM the class; bodied ones never see them) —
plus first-segment import names (`import com.example.C` → `com`), the
val/var hook keyed on the enclosing-definition NODE TYPE (object vals →
constants/value-ref targets, class/trait/enum/given vals → fields) with
consumed initializers, every def routed through extractMethod with the
top-level function fallback, nested defs in bodies minting NOTHING (the
inverse of kotlin) while body-local classes extract fully, curried
signatures keeping only the FIRST parameter list (type params win the
`parameters` field), enum cases positioned at the CASE node with invisible
params/extends tails, extends with-chains via scalaBaseTypeName,
`@deprecated(args)` decorates, the #750 capitalized-chain re-encode
(`WidgetS.create().render`), literal-receiver silence, static-member reads
AND writes, infix invisibility, `derives` silence, scaladoc retention with
the CRLF `\r` pin, full value-reference machinery (shadow prune, last-wins
same-name targets, `$X`/`${X}` interpolation reads), and SCALA_SPEC
fn-refs (bare ids + postfix eta unwrap + varinit, var-init non-capture).

Gates: parity sweeps first-run 0-diff on os-lib/cats/scala3-compiler-src/
scala3-library-src — 1,935 clean files byte-parity, deferrals 0/15/57/116
matching the survey's predictions exactly (scala-3's PHANTOM hasError
files — flag-true, zero ERROR nodes, capture-checking `^` — defer on the
FLAG); full-init dumps byte-identical ×3 (os-lib, cats, scala3 whole-repo
950,889 dump lines); kernel-scala-parity suite (9 fixtures + 9 in-memory
CRLF variants incl. Scala-3 indentation through the external scanner +
phantom/real-error defer pins + first-segment/namespace/value-ref pins);
full suite 2,669 green ×3 with CODEGRAPH_KERNEL_EXPECT=1
(kernel-scaffold's stays-wasm example moved scala → pascal).
DEFAULT_ROUTED += scala (19 langs).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 19:02:52 -05:00
e32135171e feat(kernel): R7b Lua+Luau walker — one lua module, vendored-grammar-C lua v0.4.1, tree-sitter-luau 1.2.0 pin, both default-routed (#1384)
R7b batch 4 #2 (docs/design/lua-luau-kernel-port-checklist.md is the
authoritative quirk list). ONE walker for both dialects (ccpp precedent) —
the differences are exactly four: luau's type_definition aliases, the
`export `-slice isExported hook, the return-type signature suffix, and the
grammar handle.

Grammar prep is kernel-side only, no wasm change: lua is the SECOND
vendored-grammar-C language (the vendored wasm is the v0.4.1 tag, a revision
not on crates.io — tag artifacts compiled via build.rs, shas pinned); luau
is a plain crate pin =1.2.0 whose tarball is sha-identical to the tag (the
swift tag≠crate divergence does not recur). Grammar-parity rows replace the
bump gate entirely.

Preserved bug-for-bug (all probe-pinned): the require/visitNode-hook
ASYMMETRIES (top-level requires — including inside top-level if/for/while —
mint import nodes while the identical body-level statement emits
`calls "require"`; top-level `local x = foo()` initializers are invisible
while global `x = foo()` calls emit), the BFS string-win inside require args
(`require(script:WaitForChild("Kid"))` → import Kid) and Roblox instance
paths, receiver-QN methods (`M.sub.deep::chained`, `_G::installed`,
stack-QN nested globals like `render::leakedGlobal`), the raw-text callee
world (colon forms with `self` never stripped, bracket callees,
newline-glued chains byte-verbatim, the `(handler)` paren-conversion),
LUA_SPEC function-as-value capture with the `M.cb = cb` param-storage skip
and first-occurrence dedupe, LuaDoc `---` keeping a leading `- ` plus
`--!strict` joining docstring chains (block-comment docstrings keep interior
CRLF bytes), variable nodes at the IDENTIFIER with positional value pairing,
duplicate same-(kind,name,line) ids, and the lua↔luau isExported wire
divergence (lua functions: flag absent; luau functions: present-false;
methods: absent in both; variables: present-false in both; `export type`:
true).

Gates: parity sweeps first-run 0-diff on kong/lazy.nvim/lua-resty-core
(lua) + lune/Fusion (luau) — 1,734 clean files byte-parity, deferrals
1/0/0/3/8 matching the survey's both-arm predictions exactly (kong's 1 = a
deliberately invalid fixture; luau's = grammar-inherent generic type packs
and default type params); full-init dumps byte-identical kernel-vs-wasm ×4
(kong 157,650 dump lines); kernel-lua-parity suite (both torture fixtures +
in-memory CRLF variants + glue-chain, duplicate-id, and cross-dialect defer
pins + kernel-arm wire-flag pins); full suite 2,647 green ×2 with
CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += lua, luau (18 langs).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 18:42:14 -05:00
b2f9ab1800 feat(kernel): R7b R walker — rlang module, tree-sitter-r 1.2.0 crate pin, r default-routed (#1383)
R7b batch 4 #1 (docs/design/r-kernel-port-checklist.md is the authoritative
quirk list; survey + probe record therein). The lightest-shared-surface,
heaviest-hook port: languages/r.ts works entirely through the visitNode hook
(every type list empty except callTypes:['call']), so the walker is a file
node + a faithful hook transcription + the generic extractCall + pre-order
recursion — four shared machineries (value-refs, static-member reads, type
annotations, fn-ref capture) are dead by language gates and stay dead.

Grammar prep is the first true no-op of the arc: the crates.io tree-sitter-r
1.2.0 tarball ships parser.c AND scanner.c sha-identical to the r-lib v1.2.0
tag the vendored wasm was built from — crate pin only, no wasm change, no
bump gate; kernel-grammar-parity gains the r row (ABI 14, same-revision).

Preserved bug-for-bug (all probe-pinned): calls "return" on every return(x)
(named node in v1.2.0), the import quintet's silent dynamic-arg consumption
vs class/generic fall-through asymmetry, library(help = pkg) importing the
named arg, class-idiom variable suppression by callee name, chained/right-
assign/precedence-ghost gaps, env$fn body-leak-to-file, raw-text callees
verbatim (pkg::fn, obj$meth, "strfn" quotes kept, (handler) conversion),
duplicate same-(kind,name,line) ids, roxygen dropped entirely, UTF-16
columns/slices.

Gates: parity sweeps first-run 0-diff on AnomalyDetection/dplyr/ggplot2/
shiny (838 files; deferrals exactly 0/0/0/1 — the 1 is the moustache-
template pseudo-R file, both-arm) — kernel-parity.mjs gained lowercased-
extension matching so .R files sweep (matches detectLanguage routing);
full-init dumps byte-identical kernel-vs-wasm on dplyr/ggplot2/shiny;
kernel-r-parity suite (torture fixture + in-memory CRLF + BOM variants +
defer pin + kernel-arm quirk pins); full suite 2,638 green ×2 with
CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += r (16 langs).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 18:28:28 -05:00
45a53eb5b5 feat(kernel): R7b Kotlin walker — kotlin module, vendored-grammar-C build, kotlin default-routed (#1382)
Sixth R7b port — the T1½ batch finale. Checklist-first recipe
(docs/design/kotlin-kernel-port-checklist.md, 1,121 lines, dist-extractor
ground truth); parity passed FIRST RUN on all three repos.

THE NOVEL MECHANISM — vendored-grammar-C (the §4 tracker's prescription,
first use): the crates.io tree-sitter-kotlin 0.3.8 pins `tree-sitter >= 0.21,
< 0.23` (the kernel links 0.25) and tree-sitter-kotlin-ng is a DIFFERENT
grammar (8 fields vs 0, renamed kinds — extractor-breaking), so no crate dep
is possible. The fwcd 0.3.8 tag's sha-matched parser.c + scanner.c are
vendored into codegraph-kernel/grammars/kotlin and compiled by build.rs (cc),
exposed via tree-sitter-language::LanguageFn. The wasm re-vendor is
behavior-NEUTRAL (0 CST/error disagreements across 1,984 gate-repo files;
old-vs-new full-init dumps byte-identical ×3) — a reproducibility re-vendor,
ABI stays 14.

Walker firsts: extension-function receivers (getReceiverType →
`WidgetK::extend` QN OVERRIDE with no package prefix, the qualified-receiver
`com::qext` first-segment bug, and the owner-contains fallback that excludes
`interface` kinds and is source-order dependent) and extractModifiers
(expect/actual platform modifiers → the node DECORATORS wire field on every
created node — the KMP synthesizer's feed, incl. `actual typealias`).
Preserved bug-for-bug: the FIELD_COUNT-0 dead cluster (no signatures, ZERO
type-annotation refs), hook-consumed property initializers emitting nothing
(incl. `by lazy {}`), the bodiless-vs-bodied class header asymmetry, enum-
entry bodies being invisible, KDoc never a docstring AND chain-breaking,
comment-gluing into import/package extents, `@Anno(args)` emitting nothing
while `@Marker` decorates, zero instantiates refs, the paren-then-lambda
`trailing()` garbage callee, text-includes visibility/suspend false
positives, and the packaged-file value-ref target drop. The fun-interface
misparse-recovery hook is DEFER-SHIELDED (every such file has_error) and
deliberately not ported. The swift-sweep lesson pre-applied: the shared
`assignment` shadow-prune case is implemented alongside the
property_declaration case.

Gates: sweeps 0-diff okio 299/322, okhttp 531/580, kotlinx.coroutines
1031/1082 (deferrals exactly the predicted 23/49/51 — both-arm grammar
reality incl. PHANTOM hasError files with complete CSTs; the kernel trusts
the flag); full-init dumps byte-identical ×3 (46.5k/108.9k/92.3k lines); KMP
expect/actual synthesis IDENTICAL across arms (412 edges on
kotlinx.coroutines — the tracker's KMP validation); kernel-kotlin-parity
suite (torture reflowed off the phantom shapes + .kts script + CRLF variants
+ fun-interface and phantom defer pins) + kotlin grammar-parity row (the
C-build ↔ wasm table identity proof); full suite 2,633 green ×2 under
CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += kotlin (15 langs).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 17:33:18 -05:00
09e301bbfa feat(kernel): R7b Swift walker — swift module, tree-sitter-swift 0.7.3 bump, swift default-routed (#1381)
Fifth R7b batch-3 port, checklist-first recipe
(docs/design/swift-kernel-port-checklist.md, 1,056 lines — the largest of the
arc, with a built-extractor-validated emission pin and a childForFieldName
truth table).

Grammar bump first, validated standalone: tree-sitter-wasms ^0.4.0 (ABI 13) →
crate 0.7.3 — with a provenance twist: the wasm is built from the CRATE
TARBALL's src/ (alex-pinkus keeps generated files off main and the
0.7.3-with-generated-files tag ships an older ABI-14 generation that can never
sha-match; grammar.json rules are JSON-equal; the tarball is byte-for-byte
what the kernel's cargo build compiles — table identity by construction).
Older crates evaluated and rejected: clean-parse shapes are byte-identical on
0.7.3 (53-line CST battery diff, all inert), so an older pin buys nothing and
loses the macro-era wins. Delta = error-set membership (63 old-error files
parse clean: swift-testing #expect, #Preview/#GET macros, package access,
typed throws — vapor 23.1%→9.3%; 21 NEW-only regressions in 3 probed
construct classes) + two gate-found categories: docstring boundaries near #if
directives (7 clean files, docstring-field-only — verified mechanically) and
array-literal-callee call refs (2 refs, 1 file). Every hunk classified via
the error-union rule + parked-ref↔edge ripple pairing.

Walker (the arc's biggest) centers on the #1020 DEDICATED property branch:
computed properties → property nodes with the getter walked under the
property (SwiftUI body), static let/var → constant/variable, stored → field,
decorator/type-annotation/@Siblings-attr-arg refs all attached to the
ENCLOSING TYPE, stored initializer calls attributed to the class. Preserved
bug-for-bug: the never-resolving 'parameter' field (zero param type refs,
zero signatures), present-false isAsync, open→internal visibility,
everything-is-extends inheritance (first type_identifier per specifier), no
instantiates refs ever, subscript reads as `calls arr`, `defer` as `calls
defer`, multi-case enum entries minting only the first case, /** */ block
docs ignored AND chain-breaking, init/deinit/subscript minting no nodes with
visitNode-routed bodies (calls → class, static reads → nothing), multi-
segment extension resolveName, sugar extension names, the #selector shapes,
and the value_argument label-forward skip. ONE fix found by the sweep (then
pinned in the fixture + checklist): the shared `assignment` shadow-prune case
is swift-live — declared-then-assigned `let X: T` prunes X as a value-ref
target.

Gates: sweeps 0-diff Alamofire 89/98, vapor 224/247, swift-nio 407/554
(--max-deferral 0.3 — swift error incidence is 9–27% on BOTH arms,
structural; every deferral count matches the survey's table exactly);
full-init dumps byte-identical ×3 (31.9k/20.7k/126.3k lines); the Alamofire
census reproduces property=348 (the #1020 number) on the kernel arm;
kernel-swift-parity suite (206-line torture + CRLF + the #if-between-enum-
cases defer fixture) + swift grammar-parity row; full suite 2,626 green ×2
under CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += swift (14 langs).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 17:09:12 -05:00
a6c62d77df feat(kernel): R7b PHP walker — php module, tree-sitter-php 0.24.2 bump, php default-routed (#1380)
Fourth and final R7b batch-2 port, checklist-first recipe
(docs/design/php-kernel-port-checklist.md).

Grammar bump first, validated standalone with the diff ENUMERATED + CLASSIFIED
(unlike rust/ruby the php bump is NOT graph-neutral): tree-sitter-php ^0.22
(tree-sitter-wasms, 2023) → v0.24.2, the full HTML-interleaving `php` variant
(the walker calls LANGUAGE_PHP, never PHP_ONLY) — crate pinned =0.24.2, wasm
built from tag 5b5627f's checked-in php/src/parser.c + scanner.c + shared
common/scanner.h (all sha-matched against the crates.io tarball, ABI 14→15).
Old-vs-new full-init diffs decompose completely into: (1) the anonymous_class
wrapper shape (anon-class nodes/methods re-shape — 2,532 rows), (2) grouped
nested-clause skip (absent in the gate repos, fixture-pinned), (3) 32
formerly-erroring files parsing clean (monolog Level.php, symfony
Request/Response with 8.4 property hooks), (4) a survey-missed category found
at gate time: the 8.4 parenthesis-free `new X()->m()` chaining misparse fix
(86 garbage instantiates refs disappear, precision-positive), plus resolution
RIPPLE proven mechanically (every remaining ref-table flip pairs 1:1 with a
resolved edge on the opposite side; node rows byte-stable outside 1/3/4).

Walker (java.rs chassis + the php specifics) preserves bug-for-bug: the
visitNode hook (const_declaration at ANY scope → bare `constant` nodes, values
never walked; trait-use → implements refs WITH filePath via the ruby port's
REF_FLAG_FILE_PATH wire slot), FIRST-namespace whole-file scoping (braced
namespaces scope nothing; namespaced files DROP top-level const value-ref
targets), the import trio (single/aliased/grouped incl. the nested-clause
skip, include/require static-literal-only, `Foo\Bar::Baz` use refs), the
call-encoding zoo (DOT-joined scoped calls, `this->prop.m` #1251 encoding,
`Cls::factory().m` fluent with inner args dropped, nullsafe `?->` emitting
nothing, unsuppressed literal receivers), interface multi-extends
first-base-only drop, anon-class methods as file-level functions (top) or
vanishing (in-body), property type-hints emitting no field refs, the
final-modifier-as-type signature quirk, HOF-gated string callables
(skipGate) + array callables, and the `name`-node value-ref reader.

Gates: sweeps 0-diff monolog 217/217, laravel-framework 3007/3008, symfony
10726/10737 (13,950 files byte-parity; 12 deferrals = exactly the predicted
genuinely-broken fixtures, ≈0–0.1%); full-init dumps byte-identical ×3
(16.1k/354.2k/702.8k lines); kernel-php-parity suite (torture + drupal
.module + leading-HTML fixtures, CRLF variants, wire-flag pin, defer) + php
grammar-parity row; full suite 2,622 green ×2 under CODEGRAPH_KERNEL_EXPECT=1.
DEFAULT_ROUTED += php (13 languages).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 16:08:22 -05:00
1909931238 feat(kernel): R7b Ruby walker — ruby module, tree-sitter-ruby 0.23.1 bump, ref-flag wire slot, ruby default-routed (#1379)
Third R7b port, checklist-first recipe (docs/design/ruby-kernel-port-checklist.md).

Grammar bump first, validated standalone (the rust pattern): tree-sitter-ruby
^0.20.1 (tree-sitter-wasms, 2024-02) → v0.23.1 — crate pinned =0.23.1, wasm
built from tag 71bd32f's checked-in parser.c/scanner.c (both sha-matched
against the crates.io tarball; content bump, ABI stays 14). Old-vs-new
full-init dumps: sinatra/jekyll byte-identical; rails = exactly the one
classified hunk (the `recv&.!=` safe-nav operator misparse fix,
`table_name.!` → `table_name.!=`, precision-positive).

Walker (python.rs chassis + the six ruby divergences) preserves bug-for-bug:
the importTypes:['call'] funnel (class-body DSL — attr_accessor, has_many,
define_method incl. its block, sinatra route blocks — emits NOTHING at
non-body scope), hook-handled module multiply-capture (nested modules re-scan
their subtree per level after popping — `this.hooked` fn-refs from class AND
module AND file), the sibling-scan visibility trio (bare `private` invisible;
`private :sym`/`private def` poison all later defs; the inner def stays
public), bare-call statements (do…end body_statement emits, brace-block
block_body doesn't), `.new` instantiates with last-`::`-segment names,
constant-receiver references refs, require/require_relative path refs
(posix-normalized, `.rb`-suffixed, `Kernel.require` and interpolated-path
quirks included), `=begin` docstring marker survival, and the reverse-order
value-ref DFS.

Wire v2: the hook's mixin `implements` refs carry `filePath: ctx.filePath` —
the ONE extraction-ref denormalized field (php's trait-use refs share the
shape). RefRow's first pad byte becomes a flags slot (REF_FLAG_FILE_PATH);
decode re-attaches its own filePath parameter; KERNEL_ABI_VERSION 1→2 on both
sides (mismatched dist/.node pairs degrade to wasm, as designed).

Gates: sweeps 0-diff sinatra 147/147, jekyll 164/164, rails 3452/3452 (3,763
files, 0 deferrals — ruby error incidence 0.00%, any deferral = walker bug);
full-init dumps byte-identical ×3 (7.2k/9.4k/375.6k lines); kernel-ruby-parity
suite (torture + CRLF + wire-flag pin + defer) + ruby grammar-parity row;
full suite 2,613 green ×2 under CODEGRAPH_KERNEL_EXPECT=1 (one unrelated
mcp-initialize timing flake under parallel load, passes solo 3/3 ×3).
DEFAULT_ROUTED += ruby (12 langs).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 15:44:13 -05:00
286e9ccc2d feat(kernel): R7b C# walker — csharp module, tree-sitter-c-sharp 0.23.5 pin, csharp default-routed (#1378)
Second R7b port, checklist-first recipe (docs/design/csharp-kernel-port-checklist.md;
parity passed FIRST RUN again). No grammar bump — the #717 vendored wasm verified
table-identical to crate 0.23.5 (ABI 15, STATE_COUNT 8053, node-kind + field tables);
first port with no grammar-prep step. The #237 #if-blanking preParse stays TS-side
via the existing route-point hoist.

Walker preserves bug-for-bug: the single-namespace-node quirks (second namespace
nests under the first, nested namespaces leave no trace, import refs hang off the
namespace node), raw member-access callee texts (this./base./literal receivers,
multi-line fluent chains) with unconditional chain re-encode, deliberate emission
holes (property accessor/expression bodies, ctor initializers, delegates/events/
operators/indexers/local functions, top-level locals), garbage extends refs
((repo) primary-ctor args, BaseDto(Name) record bases, enum : byte), the alias-
import moduleName quirks, nameof-as-call, CSHARP fn-ref spec (+= subscription,
this.X bare-name form, argument layer, initializer lists), C# type-ref engine
(nested-generic returnType failure included), and value-ref shadow pruning.

Gates: sweeps 0-diff serilog 211/216 / Newtonsoft.Json 914/945 / jellyfin
2104/2105 (deferrals match the survey's per-repo predictions — both-arm #if
damage; default --max-deferral 0.1 holds, no c/cpp exemption); full-init dumps
byte-identical ×3 (14.0k/109.1k/210.8k lines); kernel-csharp-parity suite
(torture ×3 + CRLF variants + 8 micro-pins + defer) + csharp grammar-parity row;
full suite 2,608 ×2 under CODEGRAPH_KERNEL_EXPECT=1. DEFAULT_ROUTED += csharp
(11 langs).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 13:46:12 -05:00
f1ca991943 feat(kernel): R7b Rust walker — rustlang module, tree-sitter-rust 0.24.2 bump, rust default-routed (#1371)
First R7b language port. Grammar: tree-sitter-rust pinned =0.24.2 + wasm
vendored from tag 77a3747 (parser.c/scanner.c sha-matched against the
crates.io tarball), replacing the 2023 ABI-14 tree-sitter-wasms build —
the bump alone is precision-positive on the wasm path (receiver-qualified
instance-method resolutions replace ambiguous bare-name matches; node
sections byte-identical on ripgrep/tokio).

Walker mirrors the TS reference bug-for-bug per
docs/design/rust-lang-kernel-port-checklist.md (survey artifact): dead-code
isAsync, impl-pushes-no-scope, the impl-Trait-for-Generic<T> trait-receiver
quirk, phantom const identifiers, use-binding triple emission,
wildcard-use-emits-nothing, scoped-supertrait drop, chained-call re-encode
gated on scoped_identifier, Rocket route macros body-only.

Gates: parity sweeps 0 diffs — ripgrep 101/101, tokio 790/790,
rust-analyzer 1217/1488 (271 deferrals are token-macro-table sources that
error on BOTH arms — grammar-inherent); full-init dump-diffs byte-identical
on all three (3,857 / 13,440 / 39,030 nodes); kernel-rustlang-parity suite
(torture + CRLF + defer) in npm test; full suite green x2 with
CODEGRAPH_KERNEL_EXPECT=1.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-20 00:08:09 -05:00
ce0ae30e09 perf(store): resolution ref-index window — kernel-scale resolution 423→276s, 8c envelope ≈11min (§4d round 2) (#1369)
Store-architecture arc round 2. The batched resolution loop reads
unresolved_refs ONLY through the status index + the PK keyset pager;
the other five ref indexes (from_node, name, file_path, from_name,
failed_tail) serve sync-time paths — yet every per-batch DELETE of
resolved refs maintained all of them, the biggest single main-thread
stage on the dubbo profile (deletes 1.2s of a 5.4s resolution phase)
and 50-81s at kernel scale.

beginBulkRefLoad/endBulkRefLoad on DatabaseConnection, threaded as
refIndexLoad hooks next to the existing bulkEdgeLoad pair with the
same minRefsForPool gate (small syncs never pay): drop the five for
the loop, rebuild each in one scan at the end — where the table holds
only the surviving FAILED refs (resolved rows are deleted by then),
so the recreate is near-free. Crash inside the window heals on the
next open (schema.sql re-applies CREATE INDEX IF NOT EXISTS).

Measured:
- dubbo: deletes 1.2 → 0.2s, marks 0.6 → 0.3s, recreate 219ms; wall
  ~8.5s flat — the freed main-lane time shifts into settle (the worker
  lane now binds the double-buffer at medium scale).
- Linux kernel 8c: resolution 423.4 → 275.9s (deletes 50-81 → 3.2s,
  backpressure 16.8 → 7.4s — fewer index writes mean less WAL and
  cheaper folds), ref recreate 10.3s. Envelope ≈ 11.0min, from the
  14.8min pre-arc best; <10min-on-8c now needs ~1 more minute.

Gates: dubbo/gson dumps byte-identical; linux counts exact
2,049,153/6,413,518 and dump sha 6dd1185b… reproduced (10,446,478
lines); full suite green ×2 (153 files / 2588 tests).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-19 23:24:14 -05:00
f6d8e8fdab perf(store): parse-lane index deferral — dubbo fresh init −19%, kernel-scale envelope best-ever 14.2min (§4d round 1) (#1368)
Store-architecture arc round 1 (the cbm speed bar: dubbo warm wall
10.7-11.2s vs their ~7.5). §4d measured dubbo's parse-loop as 94%
store-writer busy with B-tree maintenance as the floor (statement
batching and sorted inserts already killed at ~zero). This applies the
resolution phase's proven edge-index window to the whole parse lane:

beginBulkParseLoad/endBulkParseLoad on DatabaseConnection — FRESH-INIT
ONLY (incremental runs delete per-file rows through the file_path
indexes) — drop all 15 nodes/unresolved_refs/files secondary indexes
plus the 4 non-unique edge indexes for the parse phase's mass insert
(the UNIQUE edge identity index stays: OR-IGNORE dedup conflicts on it,
and its source prefix keeps mid-window reads indexed), then rebuild
each in one table scan before resolution, with a yield between builds
(the endBulkEdgeLoad watchdog rationale). A crash inside the window
heals on the next open — schema.sql re-applies CREATE INDEX IF NOT
EXISTS.

Measured:
- dubbo (cbm bar repo): parse-loop 4,306 → 1,787ms (−58%), rebuild
  665ms, warm fresh-init wall 10.5-11.3 → 8.46-9.39s (−19%); the bar
  gap vs cbm shrinks from ~3s to ~1.1s.
- Linux kernel 8c: envelope ≈ 14.2min, best ever (prior 14.8). Parse
  itself flat (linux parse is extraction-bound, not writer-bound) and
  the rebuild costs 21.6s — but every downstream phase dropped
  (resolution 517-589 → 423.4s, edge-recreate 36.5s, synthesis 157.1s,
  maintenance 16.3s): bulk-rebuilt B-trees are densely packed where
  incrementally-grown ones are fragmented, so every index-mediated read
  for the rest of the run pays fewer pages.

Gates: dubbo/gson/express/excalidraw full dumps byte-identical
(dubbo's canonical 441,270 lines reproduced); linux counts exact
2,049,153/6,413,518 and dump sha 6dd1185b… reproduced (10,446,478
lines); full suite green ×2 (153 files / 2588 tests). Incremental
sync paths untouched by construction (freshDb gate).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-19 23:02:54 -05:00
9647771659 docs(kernel): §7a.11 continuous-shallow WAL probe — killed by measurement, fold I/O is a fixed budget (#1366)
Two nudge shapes probed at 8c kernel scale (passive checkpoint at the pool
recycle boundary, fire-and-forget and awaited). The awaited shape reached
every §7a.7 shallow floor (read 16.6s, inserts 31.4s, deletes 50.0s) and
paid exactly what it saved (207.4s of attributed folds); fire-and-forget
regressed deletes 81→171s via fold/delete I/O contention while the
size-blind growth baseline kept the hard-cap parks firing on top (143
nudges, still 22 parks). All three arms within ~2.5% of each other — the
phase's fold I/O is a fixed budget the baseline already overlaps
off-thread, and the §7a.7 "~45s gap to the floor" is illusory. Code
reverted; #1362's valve + recycling remain the optimum of this family.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-19 19:01:11 -05:00
69ea438bac perf(kernel): cFnPtr native extraction sweep — step 2, pass 230→151s across the arc (§7a.10) (#1365)
Task #5 step 2. The fuse-then-link refactor (#1364) left the extraction
sweep as a clean per-file boundary: raw text in → collected facts out.
This ports that sweep to the native kernel: `cfnptr_scan_files`
(codegraph-kernel/src/cfnptr.rs) strips and scans a batch of 16 files
per NAPI call, and the TS side only reads files, ships batches, interns
the returned facts, and resolves include paths. The JS sweep remains as
the fallback (no binary, feature detection against older binaries,
CODEGRAPH_KERNEL=0, or CODEGRAPH_KERNEL_CFNPTR=0).

Parity discipline: the JS regexes are the spec, so the scanners are
hand-rolled byte machines reproducing that engine — ASCII \w/\b next to
UNICODE \s (NBSP/U+2000-200A/FEFF decoded from UTF-8), alternation
order, lastIndex resume, and the observable backtracking dimensions
(INIT/ARRAY modifier and struct/star/bracket optionals, DISPATCH's
greedy segment loop); greedy shortcuts only where backtracking provably
can't rescue a match. The native stripper blanks per UTF-16 code unit,
so its output is string-identical to the TS stripper — pinned by a new
kernel arm on the strip differential oracle (fixtures + 500 seeded
random cases).

Gates, all green: new differential suite (adversarial fixture project —
CRLF, NBSP, continuations, decoy strings, unterminated comments,
backtracking shapes — indexed native-vs-JS: identical edge streams,
plus a record-level scanner check); repo differential on
git/redis/vim/SameBoy (identical, 705/852/433/180 edges); probe-hash on
the live linux kernel DB reproduced f6e1713d… (279,335 rows); linux
init counts exact 2,049,153/6,413,518; dump sha 6dd1185b… reproduced
(10,446,478 lines); full suite green ×2 (153 files / 2588 tests).

Measured (8c cg1212, quiet host): cFnPtr sub A=47.9s B=1.1 C=40.9
D=24.1 E=36.8 = 150.9s vs step 1's 179s and the pre-arc 230s (−34%
cumulative); the sweep itself halved (94.5→47.9s, JS strips
132.4k→68.9k). callback-synthesis phase 199.9→171.1s. E's attributed
wall grew from overlap shift under parallel synthesis; the phase total
is the honest number. Full record: plan §7a.10.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-19 17:48:27 -05:00
c6850d737b perf(resolution): cFnPtr fuse-then-link — one extraction sweep + filtered verbatim linking, pass −22% at kernel scale (#1364)
Task #5 step 1 (plan §7a.8/§7a.9). The C/C++ function-pointer dispatch
synthesizer swept every file's text four times (typedefs, registrations,
propagation, dispatch); at kernel scale the all-or-nothing source cache
declines, so that was 4.4 read+strips per file — 78s of the ~230s pass.

Now ONE extraction sweep reads+strips each file once and collects typedef
names, struct-node field declarations (structurally parsed, fn-pointer
classification deferred until the typedef sets are complete), resolved
includes, an alias-shaped-macro name set, and per-file survival filters
(init type tokens, array element types, inline-struct summaries,
field-assign pairs, dispatch fields/array names — interned, a few MB on
linux). The linking stages then replay the ORIGINAL pass bodies verbatim:
struct layouts register in kind-scan order (same-name precedence is
order-sensitive), and registration/propagation/dispatch run only for
files their filter proves can have side effects, lazily re-stripping just
those. Filters only over-approximate (full-file no-skip scans ⊇ the real
passes' jump-cursor scans), and a filtered-out file is one where every
match fails the pass's own gates before any side effect — parity by
construction. Macro tables stay lazy: a sizing probe found 6.1M #define
lines on linux (amdgpu register headers), ruling out retention.

Measured (8c cg1212, quiet host, fresh kernel init): cFnPtr pass 230s →
179s (−22%); strips 283.5k → 132.4k (4.44 → 2.08/file, 78 → 46.6s);
dispatch stage 95 → 18.5s; callback-synthesis phase 250 → 199.9s.
Standalone probe on the live DB: 139 → 122s.

Byte-parity gates, all green: probe-hash identical on the live kernel DB
(279,335 edge rows both builds); git/redis/vim/SameBoy full dumps
byte-identical old-vs-new (macro tables, commands.def, #ifdef
include-units, inline structs, bare arrays exercised); kernel-parity
0-diffs on git/redis/fmt/protobuf, deferral unchanged; linux counts
exact 2,049,153/6,413,518 and dump sha 6dd1185b… reproduced
(10,446,478 lines); full suite green ×2 (152 files / 2563 tests).

Step 2 (native per-file extractor) now has its boundary: the extraction
sweep, raw text in → records out.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-19 11:43:06 -05:00
b877db617c docs(kernel): §7a.8 cFnPtr calibration — strip rewrite killed by measurement, fuse-then-link is step 1 (#1363)
Three measurements before any port. The stripCStyle split('') rewrite
(byte-identical segment-builder) measured 1.0× on 15.1M chars of linux C
— V8's ~73MB/s scan rate IS the cost, and 78s ≈ 4 strips/file × that
rate: the lever is the redundancy, not the scanner. Rewrite reverted;
the differential oracle test ships so any future rewrite stays pinned
byte-identical. E's regexes alone run at ~46MB/s (~30s of its 95s; the
rest is per-match logic and slicing).

Re-ordered attack recorded in §7a.8: step 1 = TS fuse-then-link refactor
(strip once per file, collect raw matches + declared-type tables,
text-free global linking; ≈ −70-90s, parity via collector insertion
order + the §7a.4 probe-hash gate); step 2 = native per-file extractor
behind the same boundary (raw disk text — no preParse interaction).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-18 17:15:15 -05:00
971a5a0483 perf(resolution): worker connection recycling — WAL-depth writes-under-readers fix, superphase −11.4% at 8c (#1362)
The §7a.6 anomaly probed to its mechanism with five discriminating runs
(§7a.7 table): main-thread B-tree writes triple under attached readers
because READERS PIN WAL checkpoint progress — the deep WAL taxes every
writer page operation (deletes 42.6s pool-off vs 118.8s pool-4 on
identical hardware; an aggressive 64MB valve recovers the writes but
overpays +129s in full-park folds; the v2 cache resurrection was
falsified — long-tail name traffic is uncacheable at any capacity).

Fix: workers close and reopen their read-only connections every 8
batches at the double-buffer's worker-idle boundary
(ResolverPool.recycleWorkers + QueryBuilder.rebind + a cadence call).
Reopens are sub-millisecond, resolver caches survive (only prepared
statements re-prepare), and the existing checkpoints advance instead of
parking. Failed recycle downgrades to sequential, same as a failed
fan-out.

Measured (8c pool-4, linux v7.2-rc2, cadence 25 → 8 iterated):
resolution superphase 715.0 → 633.6s (−11.4%), envelope best 14.8min,
recreate 59.7 → 45.3s. Byte-neutral everywhere: git dumps byte-identical
old-vs-new, linux dump sha 6dd1185b reproduced (10,446,478 lines),
counts 2,049,153/6,413,518, suite 2517 green. 2c unchanged by
construction (no pool → no recycling).

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-18 16:58:03 -05:00
5955d04c97 docs(kernel): §7a.6 per-ref measurement round — pool works, two cache theories killed, writes-under-readers named (#1354)
Fresh CODEGRAPH_RESOLVE_PROFILE tables at 2c and 8c on the round-2 build:
the 8c settle stage is 3.6s — the double-buffer absorbs the entire
resolveOne population, superseding §7a.2's core-invariant framing. The
8c cost is writes-under-readers: main-thread deletes+insertEdges run ~3×
slower (+102s) with 4 readonly workers attached — mechanism unproven,
named as the next probe. Two same-day experiments killed by measurement
and reverted: budget-scaled name caches (v1 LRU regressed via
delete+set-per-get churn + GC; v2 mutation-free second-chance cache
landed exactly on baseline — the 11µs exact-match is per-ref floor, not
refetch overhead) and lazy candidates JSON (read stage flat). New 2c
record 16.5min clean-host; 8c range 15.0–16.4min across n=2 — ranges,
never single runs. Round-2 deferral cuts did move 8c parse (202.6→178.5s).

Levers re-ranked: writes-under-readers probe > cFnPtr native site
extraction (~230s of synthesis) > backpressure byte volume > recreate.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-18 02:31:47 -05:00
b9d0f57a64 feat(extraction): C deferral round 2 — 8 new preParse passes, linux kernel/+mm/ deferral 58.6%→33.9% (#1353)
Census-driven cut of the top-ranked post-R7a lever. All passes TS-side,
C-only (preParseCSource), shared by both arms:

- parameterized-annotation whole-blank (__free/__printf/__counted_by/
  __bpf_md_ptr…; extends through a stranded field `;`)
- type-keyword-arg scanner (kzalloc_obj(struct T), list_entry, multi-line
  continuations behind nested-paren args; bounded hand scanner, head
  exclusions + call-vs-declaration guard; blanks trailing stars)
- static/extern CAPS-macro declaration lines at any scope; the initialized
  form is REWRITTEN to its expansion (name/tail keep exact offsets)
- va_arg qualified-type blank; GNU named-variadic #define dots-only blank
  (post-restore); sandwiched notrace-family; C23 auto; multi-line
  iterator-macro spans (hlist_for_each_entry_rcu + lockdep arg)
- word list += cacheline family (2- and 4-underscore spellings) + 10 more
  census-confirmed annotations

Gates: five-repo parity sweeps 0 diffs (git deferral 16.1→12.2%, redis
25.3→24.1%, fmt/protobuf unchanged); linux full-tree both arms
2,049,153 nodes / 6,413,518 edges (+858/+6,585 vs R7a) with byte-identical
dumps (10,446,478 lines, sha256 6dd1185b); kernel-arm parse-loop 356→306s
at 2c; suite 2517 green under CODEGRAPH_KERNEL_EXPECT=1. Honesty note
recorded in the docs: error recovery was already salvaging most SYMBOLS on
deferred files — the graph win is relationships + phantom cleanup, and the
unreleased CHANGELOG entry was rewritten off the sweep-subset framing.

Also records §7a.5: post-R7a 8-core cg1212 re-run 16.4min (was 18.3min);
8c parse sits on the single-writer floor, so the <10min-on-8c gap re-ranks
to the per-ref resolution path.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-18 01:00:00 -05:00
2d72891b59 feat(kernel): R7a C/C++ walker — dual-lang ccpp module, preParse hoist, 7 new blanks, c/cpp default-routed (#1346)
Parity: 0 diffs on redis/git/fmt/protobuf/ALS sweeps; full-init dumps
byte-identical on all five + linux at kernel scale (10.4M dump lines,
same sha256 both arms). Linux 2c/6GB envelope: kernel-arm 19.1min vs
wasm-arm 22.9min (parse 356s vs 435s) on a much richer graph (the new
blanks recover error-swallowed code: git 2x nodes, linux kernel/+mm/ 3x).
Deferral guard corrected by measurement (C/C++ error incidence 9-42%;
--max-deferral flag); defer-reuse memo kills the 3x re-blank/re-parse
cost deferred files paid.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-17 16:56:41 -05:00
44561b6aad feat(extraction): vendor current C/C++ grammars (R7a prep) — c v0.24.2 + cpp v0.23.4, sha-matched (#1345)
tree-sitter-wasms shipped 2023-era C/C++ grammars; the kernel walker must
compile the crates.io versions, so production wasm upgrades FIRST and in
isolation (the R2 pattern). Built with tree-sitter-cli 0.25.10 from each
tag's CHECKED-IN parser.c: tree-sitter-c v0.24.2 (b780e47, parser.c
f2883ff9), tree-sitter-cpp v0.23.4 (f41e1a0, parser.c 2a35a43b, scanner.c
cf60387d) — sha-matched against the crates.io tarballs. .metal/.cu map to
language 'cpp' so the dialects ride the same coherent grammar.

Full suite green with the upgraded grammars (2,490; one unrelated daemon
idle-timeout flake passed solo 9/9) — incl. the UE-macro, misparse-guard,
Metal, and CUDA coverage. Checklist updated with the vendored revs and the
metal/cuda routing correction.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-17 13:07:13 -05:00
34ad0801aa docs(kernel): R7a survey complete — the C/C++ bug-for-bug port checklist (#1344)
Step 1 of the §0a recipe for the C/C++ port: every tree-sitter.ts branch,
extractor-config field, name-salvage helper, and gate the walker must
mirror, with file:line anchors. Locks the architecture: preParse (all seven
blanking passes) hoists to the kernel route point so none of it ports to
Rust; Metal/CUDA stay on wasm this round; one dual-language walker module.
Key asymmetries surveyed: value-refs are C-only (cpp absent from
VALUE_REF_LANGS), static-member refs are cpp-only, fn-ref spec is
cFamilySpec with addressOfOnly for cpp.

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-17 13:02:52 -05:00
705e501328 docs(kernel): sync §0 P1 checklist with the completed §7a.3/§7a.4 rounds (#1343)
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-17 12:45:40 -05:00