11 Commits

Author SHA1 Message Date
teamchong 3d3b31e66f docs(findings): reframe — correct baseline is /compact, not verbatim recall
Adds the 2026-06-23 entry: pxpipe's right comparison is /compact (itself lossy),
not perfect recall. compact-vs-gist analysis (same job, opposite loss profiles —
pxpipe wins on Fable, peer-on-Opus with abstention, recoverability as the
structural edge); code-grounded notes on the open-source harnesses (codex,
opencode); ties to the agent-memory (reducer/channel-routing) direction. n=1
behavioral parts flagged; eval numbers cross-checked against existing entries.
Docs only — not shipped in the npm package.
2026-06-23 23:13:52 -04:00
teamchong 7af6c200c3 eval+demo: route harnesses through interactive cci.py; opus → claude-opus-4-8[1m]
eval:
- Add eval/lib/cci.py: drop-in interactive Claude session shim (pexpect/PTY)
  replacing headless `claude -p`. Drives the real TUI on Max-subscription auth
  (no ANTHROPIC_API_KEY), scrapes the reply + /context + /cost, and is
  argv/stdin/--output-format json compatible with the old call sites.
- Wire every call site to cci.py: gist-recall (run/run2/run3),
  needle-haystack (sweep/crux), gsm8k (bench), swe-bench (run_pilot),
  swe-bench-pro (rep_nav/run_pro), and eval/lib/anthropic-client.mjs.
- Isolation per call: --setting-sources project --strict-mcp-config
  --dangerously-skip-permissions. Recall evals keep --allowedTools Read;
  swe-bench keeps the full agentic toolset. Each trial is a fresh process.

demo:
- Resolve the `opus` shorthand to the full claude-opus-4-8[1m] model in
  cost-ab and effective-context a.sh/b.sh. setup.sh intentionally keeps the
  base id: the proxy scope gate strips [1m] from the request before matching,
  so [1m]-on-launch + base-in-scope is the correct pairing.

docs:
- FINDINGS.md: drop the 2026-06-16 Opus 4.8 re-test sections.
2026-06-18 23:43:37 -04:00
teamchong 514a4f0b74 feat(gate): config-driven model scope (PXPIPE_MODELS) + Opus 4.8 re-test
- applicability: isPxpipeSupportedModel reads PXPIPE_MODELS (comma-sep,
  default claude-fable-5 only) and strips bracket/variant tags like [1m];
  Opus becomes opt-in with no code change. Default behavior unchanged.
- FINDINGS: Opus 4.8 re-test - arithmetic 98/100 (-2pp), verbatim 6/15
  (was 93/100, 0/15): improved but still taxed -> default stays Fable-only.
- FINDINGS + eval/glyph-matrix/sweep: root cause of the read tax is per-glyph
  RESOLUTION, not font shape (confusions scale with px and vanish by 10x16).
  Opus needs ~4x glyph area to read reliably; the 1568px ceiling makes that
  break-even, so there is no profitable Opus operating point.
2026-06-16 12:22:55 -04:00
teamchong 0ec9efe9ca docs: FINDINGS field observation (n=1) + glyph-matrix PLAN.md
- FINDINGS.md: dated 2026-06-12 entry logging in-the-wild verbatim
  misreads (7/10 exact, ~3.3% per-char, 2/3 silent) alongside flawless
  gist-tier recall in the same session. Explicitly anecdotal, n=1,
  non-reproducible — motivation only.
- eval/glyph-matrix/PLAN.md: public plan for the paused confusion-matrix
  experiment (Task #7) so the pending work is visible outside README,
  per the measured-numbers-only README rule.
2026-06-12 13:25:51 -04:00
teamchong d990faf646 eval(verbatim): expand to n=15 dense hex recall on Fable 5 - 13/15 vs Opus 0/15, both misses single-glyph confabulations 2026-06-11 16:48:12 -04:00
teamchong 76542b4a3c eval(swe-bench): Lite pilot 10 paired instances — 10/10 resolved both arms, ON $27.27 vs OFF $53.61 (-49%)
- run_pilot.py harness (paired generation via proxy ON 47821 / OFF 47822)
- official swebench Docker grading via colima, reports + patches committed
- README.md results table, FINDINGS.md task-completion parity update
- repo README benchmark table gains SWE-bench row
2026-06-10 23:25:24 -04:00
teamchong c6a0d61f00 eval(gist-recall): A/B imaged vs text history — 98/98 both arms, 0 confabulation
- 3 tiers: facts-at-depth w/ distractors (50), hard near-miss distractors
  on 45k-char sessions (30), 3x-mutated state tracking (18); 16 unanswerable
  confabulation guards. claude-fable-5, real production renderer, exact-match
  grading, no LLM grader.
- text 98/98, image 98/98, 0 wrong, 0 confabulated UNKNOWNs in either arm
- README benchmark table + FINDINGS dated update; PNGs gitignored,
  probes/results.jsonl committed as receipts
2026-06-10 18:54:03 -04:00
teamchong 99bb931014 chore: rename all pixelpipe references to pxpipe
- code, tests, docs, README, wrangler.toml, help text
- data dir ~/.pixelpipe -> ~/.pxpipe (PXPIPE_LOG env var)
- rebuilt dist; 323/323 tests
2026-06-09 19:04:09 -04:00
teamchong 3d0f9ef08a scope: narrow model gate to fable-5, drop opus; switch dense render to bare 5x8 cell
- gate regex: fable-5 only (opus 4.7/4.8 read tax gone on fable: 100/100 novel-arithmetic, identical image billing)
- remove dead opus-4.6 cpt fork in transform.ts
- DENSE_RENDER_STYLE: 7x10 padded -> bare 5x8 cell (~42% fewer image tokens/page, recall flat in A/B)
- dashboard: compression defaults ON
- README/FINDINGS/TRANSFORM_INFO updated with 2026-06-09 measurements
2026-06-09 18:33:34 -04:00
teamchong 52f6b4a0e6 docs: apply FINDINGS reframe + ref fixes (follow-up to 2c38f30)
The prior commit captured only the rename (a stale pathspec aborted the
content staging). This applies the actual edits: retitle to FINDINGS,
'## Verdict' + superseded TL;DR, and the two cross-reference updates.
2026-05-29 22:47:12 -04:00
teamchong 2c38f30f7d docs: rename POSTMORTEM.md -> FINDINGS.md, lead with corrected verdict
The project isn't dead (verdict reversed to working ~68% gist-compressor),
so 'postmortem' was a misnomer. Rename to FINDINGS, retitle, promote the
correction to '## Verdict', and mark the old TL;DR as superseded. Update the
two cross-references (eval README link, public-api test comment).
2026-05-29 22:46:19 -04:00