Commit Graph
34 Commits
Author SHA1 Message Date
Claude 3637883c9a agent: phase2-comrak-009 audited — rejected-bench
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-11 11:22:48 +00:00
Claude f9c3f7f847 agent: phase2-tokei-006 audited — rejected-bench; detached pipeline outlived the capped agent
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-11 11:14:33 +00:00
Claude c6b25d59f4 agent: phase2-comrak-008 audited — rejected-bench
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-11 02:29:01 +00:00
Claude b4acf3c3e8 agent: audit-attempt allows /dev/null like the applier; tokei-005 re-audited clean
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-11 02:14:55 +00:00
Claude 09bcde5bf4 agent: phase2-tokei-005 audited — rejected-bench (class 6, clean null)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-11 02:13:52 +00:00
Claude bde70700ca agent: phase2-comrak-007 audited — rejected-bench (+1.0% median, CI includes zero)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-11 02:04:56 +00:00
Claude 04daa9122f agent: phase2-tokei-004 audited — rejected-bench
Ledger row and transcript recorded; workspace reset. 10 audited
unattended attempts: 2 verified accepts, 0 false accepts.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-11 01:54:35 +00:00
Claude e28c500942 agent: phase2-comrak-006 audited — rejected-bench (+0.79% median, under bar)
HTML write-path devirtualization: real but insufficient, CI
[0.990, 1.020] vs the 2% lower-bound rule. Ledger and transcript
recorded; workspace reset.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-11 01:48:00 +00:00
Claude 82eaeceffb agent: bank + verify phase2-tokei-003, refresh tokei profile
Second verified auto-accepted win: +3.67% median, CI [+2.7%, +5.2%].
diff-fuzz 10k/0 divergences, ASan/LSan clean. Profile regenerated
against the two-win baseline.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 20:50:21 +00:00
Claude 3c61c542e8 agent: phase2-tokei-003 accepted by pipeline — manual audit gates in progress
Class 5 on tokei: forward-only all-whitespace break test replaces
trim().is_empty() (drops the redundant rposition scan per processed
byte). Median 1.0367, 95% CI [1.027, 1.052]. Equivalence eyeball done
(same AsciiExt::is_whitespace predicate, empty-window case identical);
diff-fuzz + ASan running before the win is counted.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 20:47:53 +00:00
Claude 1ddc7b3c71 agent: patch-surface fixes from the comrak-005 transcript
- propose_patch allows the /dev/null headers git emits for new/deleted
  files (previously every new-file diff was refused as an absolute path).
- read_target_source serves HEAD (pristine) content instead of the
  working tree, matching propose_patch's standalone-vs-pristine base so
  post-proposal reads can't drift a later diff's context lines.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 20:36:38 +00:00
Claude 632e861f7f agent: launcher probes harnessd liveness with a real request
A stale socket file survived a container idle window while the daemon
died; the [ -S ] check skipped the restart and the nested agent's MCP
server crashed at connect. The agent refused cleanly (no ledger row, no
fabrication). Liveness now means answering read_playbook, not existing.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 12:11:42 +00:00
Claude db6d2dc948 agent: phase2-tokei-002 audited — rejected-gate, golden replay catches live divergence
The agent's parse_context skip-scan passed upstream tests but broke
byte-identical golden replay on the pinned corpus; bench correctly never
ran. First rejected-gate of the grind: the equivalence stack blocking a
wrong-output patch that a green test suite would have shipped.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 05:45:49 +00:00
Claude 23ab522445 agent: propose_patch ergonomics from the phase2-comrak-004 audit
- Standalone-proposal semantics: workspace resets to pristine before
  every apply, so probe patches can't accumulate into a tested tree the
  ledger's patch field doesn't describe.
- Friendly errors: explicit trailing-newline check, and git apply's
  stderr relayed on refusal instead of a generic message.
- Tool docs + task prompt updated to match.
- phase2-comrak-004 audited: honest rejected-bench (median 1.0124,
  CI [1.0011, 1.0267] — real but under the 2% bar), Mutex pre-flagged
  for human review, cumulative-probe state disclosed in the hypothesis.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 05:32:08 +00:00
Claude 393ca7117f agent: case study — phase2-tokei-001 verified win + audit methodology finding
Also refreshes tokei's cache-sim profile against the new banked-wins
baseline (parse_lines share drops after the first-byte gate landed).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 05:11:22 +00:00
Claude abaed3c49d agent: phase2-tokei-001 — first auto-accepted win from the unattended loop
Ledger row: class 5 (algorithmic) on tokei, first-byte gate table for
the per-byte token matchers in perform_multi_line_analysis.
Speedup median 1.107, 95% CI [1.084, 1.131] vs the banked-wins baseline,
workload: 221 MB / 4360 files, single rayon thread, pinned core.

Manual audit gates (pipeline covers tests+golden+bench only):
- Differential fuzz, 10k mutated inputs across 200 batched runs:
  0 divergences after canonicalizing tokei's benign parallel-walker
  output ordering (present in pristine baseline; counts identical).
  Fuzzer added as scripts/diff-fuzz-tokei.py.
- ASan run recorded in the case study (next commit).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 05:08:16 +00:00
Claude 189939fe58 agent: transcript progress snapshot
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 04:58:29 +00:00
Claude d49169084f agent: phase2-tokei-001 transcript (in progress)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 04:57:10 +00:00
Claude 5b198b7091 agent: per-attempt audit script for the Phase 2 grind
Mechanically re-checks a ledger row against the accept rule (CI lower
bound vs threshold, gate greenness, patch path allowlist) and prints
the full evidence for the human part of the 100% Phase 2 audit.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 04:52:43 +00:00
Claude 017491010b bench: cache+branch-sim profiles, hypothesis-granular ledger memory, long-poll read_verdict
- Profiles regenerated with callgrind --cache-sim --branch-sim for both
  targets: per-function D1/LL miss and branch-mispredict columns unlock
  playbook class-4 preconditions (comrak: syntect write_highlighted owns
  31% of D1 read misses; tokei: parse_lines owns 56% of Ir).
- tokei workspace: accepted Phase 0 wins banked as a local commit so
  stash-based baseline rebuilds attribute only the marginal patch to new
  attempts (false-accept trap closed before grinding).
- read_ledger now returns per-attempt history (class, hotspot,
  hypothesis, verdict): a class may be re-entered with a materially new
  hypothesis, never a duplicate one. Task prompt updated to match.
- read_verdict long-polls the ledger up to 45s server-side (under the
  60s MCP cap), cutting the agent's polling turn burn ~15x.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 04:49:19 +00:00
Claude e0c5018008 agent: OS-level isolation for the agent tool boundary (SPEC §10)
harnessd gains --socket mode (Unix socket, trusted uid, mutating ops
serialized); the harness client speaks socket when
HOTPATH_HARNESS_SOCKET is set. scripts/agent-isolated.sh launches an
attempt with the agent tree confined — mountns mode (repo bind-mounted
read-only, CAP_SYS_ADMIN/CAP_SYS_PTRACE dropped; no credential copying)
or user mode (unprivileged hpagent, bench-metal shape).
scripts/isolation-check.sh + just isolation-check verify the boundary
from the agent's side: 19 checks, both modes, all passing — repo
writes, forged ledger INSERTs, trust-binary replacement, rw remounts,
and userns re-entry all refused; the harnessd socket door works.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-10 04:43:08 +00:00
Claude a7cb94024a agent: cargo fmt for harnessd unknown-op message
CI's trust-layer job enforces cargo fmt --all --check; the long anyhow!
line in harnessd's op dispatch needed wrapping.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-09 23:34:03 +00:00
Claude 535821cd48 agent: unattended Phase 2 loop — profile to gated verdict, zero false accepts
The Claude Agent SDK loop (agent/hotpath_agent/loop.py, model
claude-fable-5) drives the seven harness tools over a standalone stdio
MCP server (mcp_server.py) and runs the full profile -> hypothesize ->
patch -> gated-verdict cycle on comrak with no human in the loop.

Three audited attempts, all honest rejections, ZERO false accepts:
- phase2-comrak-001 class 3: syntect buffer with_capacity, [0.971,1.007]
- phase2-comrak-002 class 5: gate dead VecDeque build, [0.982,1.026]
- phase2-comrak-003 class 6: hoist find_special_char check, [0.970,1.007]
The agent picked the cheapest untried class each time (3->5->6) and
TWICE refused to fabricate a verdict it couldn't read back, verifying
ledger integrity instead — the anti-reward-hacking behavior SPEC §10
targets.

Harness changes surfaced by the loop:
- run_verdict is now async: launches the multi-minute build+bench
  detached (past the 60s MCP transport cap) and returns immediately;
  new read_verdict op polls the append-only ledger row (ledger
  verdict_summary). Fixes attempt 001's unreadable-verdict gap.
- read_target_source takes offset/limit line windows so 100KB+ files
  page instead of overflowing — removes the agent's reason to reach for
  a shell (attempt 003 paged a 2400-line file cleanly, no shell).

Honest boundary note (case study + code comments): in THIS dev
container the SDK tool allow/deny layer is defense-in-depth, not the
trust boundary — a nested CLI as root under a parent session doesn't
reliably gate built-ins. SPEC §10's boundary is OS process/user
isolation; that hardening is the remaining Phase 2 exit item
(docs/infra.md). What holds regardless: propose_patch is the only
mediated write path (path-allowlist + git apply) and the ledger is
append-only.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-09 23:29:52 +00:00
Claude 2813b0b96a phase1: complete — GH-runner 20-session calibration is trust anchor #2
Full-protocol calibration on a GitHub-hosted runner: A/A false-positive
0/20, injected-5%-slowdown detection 20/20, per-session CIs transcribed
with run provenance (artifacts expire; the md is the durable record).
With the local-container anchor and gates running end-to-end on both
targets in CI, all SPEC §5 Phase 1 exit criteria are met on free
infrastructure. CLAUDE.md phase line moved to Phase 2 (agent);
dedicated pinned hardware remains listed in docs/infra.md as the bar
for Phase 3/4 customer-facing case studies.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-09 22:38:43 +00:00
Claude dcfcb11bf7 bench: raise CI runner calibration to the full 20-session standard
The 8-session probe passed cleanly (0 false positives, 8/8 detection,
A/A CIs ~±0.6%); run the same 20-session protocol used for the local
trust anchor so GH-runner evidence is directly comparable.
2026-07-09 22:29:30 +00:00
Claude 52089c0451 bench: GitHub Actions CI — trust-layer checks, no-net gates, runner calibration
Closes the CI-reachable slice of the Phase 1 infra gaps:
- trust-layer job: cargo test + clippy -D warnings + fmt
- target-gates-no-net: fetches pinned targets (new targets/fetch.sh),
  regenerates + verifies corpora, runs 'just gates tokei'
  mechanically, and executes the bench workload inside a
  --network=none container (SPEC 3.1/10 no-net requirement)
- runner-calibration (informational): A/A + injection harness measures
  the shared runner's noise floor per run, evidence uploaded as an
  artifact — environments are judged empirically, not assumed
- perf-probe (informational): reports which perf event sources work

docs/infra.md maps each remaining hardware requirement (pinned cores,
governor/SMT control, separate-uid trust layer) to the bench-metal
self-hosted runner setup a human can complete in ~15 min.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-07 00:13:21 +00:00
Claude 19e83d878a agent: harnessd IPC — the six-tool surface over line-delimited JSON
The agent's only door to the trust layer (SPEC 3.5, 10): harnessd
serves read_profile, read_ledger, read_playbook, read_target_source,
propose_patch, run_verdict over stdio JSON lines. propose_patch
enforces the path allowlist (relative paths only, no parent
components, no .git, target name validated) before git apply --check
+ apply rooted in the target workspace; run_verdict builds the
candidate into an isolated dir and hands off to the verdict pipeline
(pristine-rebuilt baseline included). Python client
(agent/hotpath_agent/harness.py) + tools.py rewired from stubs to
live calls.

E2E evidence: escape attempts refused (bad target name, ../ paths,
trust-layer diff touching config/accept.toml rejected before any
apply); benign doc patch applied, candidate built, full verdict ran
mechanically end to end -> +8.9% [1.079, 1.104] accepted (ship-tree
patches ride along as the candidate), ledger row phase1-ipc-smoke-001.

Phase 1 caveat recorded in the daemon header: same-uid filesystem
read-only enforcement still needs the separate-user/container setup.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-07 00:03:27 +00:00
Claude baa6c4e967 gates: verdict pipeline — gates + bench + ledger row, pristine-rebuilt baselines
Adds crates/verdict ('just verdict'): runs the core gates on the
candidate binary, then an interleaved A/B bench vs the baseline with
the CI-lower-bound rule, and writes the append-only ledger row with
per-side median CIs, workload statement, and env fingerprint. Gate
failure short-circuits to rejected-gate; --needs-human-review caps an
accepted verdict (never upgrades). CPU pinning moves into accept.toml
(pin_prefix, machine-specific, applied to both sides identically).

The smoke test caught a real trust gap: pointing --baseline-bin at the
workspace build (phase1-verdict-smoke-001) measured patched-vs-patched
and returned null, because gate runs rebuild the workspace binary from
the patched tree. Fix: --rebuild-baseline stashes the patch, builds
the baseline into isolated targets/<name>/baseline/, and restores the
patch — SPEC 3.1's pristine-checkout rule, now enforced by the
harness. Re-run (phase1-verdict-smoke-002) reproduces the Phase 0
result mechanically: +10.4% median, 95% CI [1.0932, 1.1137], accepted.
Both smoke rows are in the ledger, including the null one.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-06 23:50:05 +00:00
Claude 0d29d51f72 gates: diff-test orchestration — corpus pin + tests + golden per target
Adds the diff-test CLI ('just gates <target>'): loads
targets/<name>/target.toml (new [corpus] section: manifest, root,
golden_sha256; commands now repo-root-relative), verifies the corpus
manifest FIRST and refuses to run any gate on mismatch, then runs the
upstream test suite and golden replay (stdout sha256 vs pinned hash).
Differential fuzz and sanitizers remain per-attempt manual steps in
Phase 1 and are reported as skipped-with-reason; all-skipped is not a
pass.

Verified end-to-end on both vendored targets (comrak: 1 pinned file,
848 tests, golden PASS; tokei: 545 pinned files, 250 tests, golden
PASS) and the refusal path (tampered corpus -> 'HASH MISMATCH ...
refusing to run' before any gate executes).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-06 23:30:40 +00:00
Claude 73763321c6 bench: automated A/A + regression-injection calibration (Phase 1)
Adds 'bench-runner calibrate': N A/A sessions counted against a <5%
false-positive bar, and N sessions with a synthetic slowdown injected
as a real busy-wait inside the candidate's timed window, counted
against a >=95% detection bar (detected = ratio CI entirely below 1.0).
Bootstrap seed varies per session so resampling noise is not
correlated across the very statistic being validated. JSON evidence
includes per-session CIs, injected wait, acceptance verdict, and env
fingerprint.

First run against the real comrak workload (20+20 sessions, pinned
core): false-positive rate 0.000, detection rate 0.950 -> PASS.
Evidence: results/calibration/2026-07-06-comrak-full-calibration.json.
Closes the SPEC 3.1 acceptance-criteria gap; remaining Phase 1 gaps:
no-net containers, perf profiling, diff-test orchestration, agent IPC.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-06 20:20:40 +00:00
Claude 4402775ed2 phase0: exit criteria met — tokei +10.4% median [8.5%, 12.0%] verified
Attempt 4 (phase0-tokei-002, class 3, ACCEPTED — first auto-accept):
every file was read through encoding_rs_io's DecodeReaderBytes via
generic read_to_end, which zero-fills every grown buffer chunk (~221MB
memset/run, 8.5% of Ir) and grows without a size hint. Patch: fs::read
with a BOM-gated fallback to the identical decode path (a UTF-8-BOM
file transcodes invalid sequences, so the fallback is required for
equivalence). Gates: golden byte-identical; differential fuzz old-vs-
new binaries 4,332 iterations (BOM grid, invalid UTF-8, binary junk,
randomized) zero divergence; 250 upstream tests green; ASan+LSan clean
with ASan-run output hashing to golden. Bench: +9.9% [8.0%, 12.7%].

Attempt 5 (phase0-tokei-003, ship tree, ACCEPTED): stacks fat LTO+cgu=1
(real +1.6% standalone but under threshold, phase0-tokei-001) on the
accepted patch; benched as a whole vs pristine: +10.4% [8.5%, 12.0%].
Median clears the Phase 0 exit bar; CI lower bound 8.5%.

Case study written (results/phase0/case-study-tokei.md), ledger at 5
attempts, CLAUDE.md phase line moved to Phase 1, next hypotheses
logged (tokei class-5 byte-skip table; comrak class-3 arena).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-06 19:57:05 +00:00
Claude 7c3c59f5f8 phase0: dry run — comrak & tokei vendored, 3 attempts in ledger
Target selection (SPEC §6): comrak 0.53.0 (45c1995, BSD-2-Clause) and
tokei 14.0.0 (fa44e51, MIT/Apache-2.0); both CPU-bound with pinned
corpora (progit book 11MB; 8x replicated pinned trees, 221MB) and
committed MANIFEST.sha256 + golden-output pins + regen scripts.

Calibration: A/A null verdicts on both real workloads; taskset -c 2
pinning tightens the A/A CI from [0.938, 1.008] to [0.993, 1.008],
making the 2% accept threshold meaningful in this container.

Profiles (callgrind; perf unavailable): comrak allocator symbols 26.7%
of Ir; tokei perform_multi_line_analysis 31.7%.

Attempts (ledger + results/phase0/):
- comrak class-1 target-cpu=native: null [0.983, 1.011], rejected-bench
- comrak class-2 mimalloc swap: +4.6% [1.033, 1.058], 848 upstream
  tests green, golden byte-identical, ASan-proper clean; LSan flags
  484B in onig (reachability false-positive analysis in case study) ->
  needs-human-review per SPEC §8
- tokei class-1 fat LTO+cgu=1: +1.6% [1.003, 1.026], real but under
  the 2% bar, rejected-bench

Also: ledger-cli for manual rows, targets/ excluded from trust-layer
workspace, corpora/build artifacts gitignored, case study written.
Phase 0 exit criteria (>=10% verified win) not yet met; next
hypotheses logged in results/phase0/attempts.md.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-06 19:28:50 +00:00
Claude ad0c6b6213 phase0: add CLAUDE.md project charter
Session-level non-negotiables, architecture map, phase tracker,
command surface, and definition of done for one optimization attempt.
Commands section notes the currently built command-level harness
entries alongside the planned per-target ones.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-06 18:37:00 +00:00
Claude 328aafae77 Bootstrap hotpath from engineering spec v0.1
Commit the spec and scaffold the system it describes:

- SPEC.md: the full v0.1 engineering spec
- crates/: trust-layer Rust workspace, unit-tested
  - bench-runner: interleaved ABAB scheduling with discarded warm-ups,
    deterministic bootstrap CIs over the ratio of medians,
    CI-lower-bound accept rule, env fingerprinting, and a CLI with
    compare + A/A self-test modes (A/A verified passing end-to-end)
  - diff-test: gate outcome model, sha256 corpus pin verifier that
    refuses on mismatch, per-target equivalence policy parser
    (byte-identical default, explicit fp-tolerance opt-in)
  - ledger: append-only SQLite attempt schema with UPDATE/DELETE
    refused by triggers, anti-double-attempt query
  - report: cores-saved and dollars/yr ROI math over speedup CIs,
    pricing.toml inputs
- playbook/: classes 1-7 with preconditions, procedure, verification
  notes, and known failure modes per class
- agent/: Python package skeleton — six-tool contract and prompting
  spine, harness IPC deferred to Phase 1
- config/: accept.toml (2% threshold, 30 runs/side), pricing.toml
- targets/, corpora/, results/calibration/: layout and policy docs

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
2026-07-06 18:34:51 +00:00