Commit Graph

132 Commits

Author SHA1 Message Date
Steven Chong 318d90e882 feat(profile): use 5x8 rendering for opt-in Sol 2026-07-11 18:22:46 -04:00
Steven Chong 0025a6a2d5 fix(factsheet): prioritize labeled assignments 2026-07-11 18:18:27 -04:00
Steven Chong 110da4b026 feat(openai): compress completed Responses tool pairs 2026-07-11 18:17:50 -04:00
Steven Chong 05cee28c18 fix(proxy): gate Messages transforms by model family 2026-07-11 18:16:30 -04:00
Steven Chong 8b525a1acc feat: Grok packing + IDS, keep Fable-only default, honest chart
Ship Grok 5×8 white/IDS packing and universal IDS/factsheet plumbing while
keeping DEFAULT_MODEL_BASES Fable-only: live pure-image Grok is not
Fable-level; image+factsheet is the working exact path.

Chart shows Grok as a text-window series only (no Grok+pxpipe overlay) and
Fable as the measured pxpipe density point. Add Codex-path quality harnesses
and receipts (multi-seed, fix-matrix, shipped smoke).
2026-07-10 23:50:37 -04:00
Steven Chong cd4c9efddd feat: add model-specific render profiles and recall evidence 2026-07-09 22:25:06 -04:00
Steven Chong 5eb80a4461 fix(openai): price and gate Responses traffic by model, not path
Several families share /v1/responses. Cost, geometry, cache rates, and
whether imaging is even allowed must follow the model that serves the
request. Otherwise Claude and Grok inherit GPT defaults, the gate lies,
and the dashboard reports nonsense.

Claude on Responses:
- Bill images by Anthropic pixel area; cache 0.1x, output 5x.
- Use Anthropic page geometry (312 cols x 728 px). GPT height overstated
  image cost ~2.6x and flipped every Opus slab to not_profitable, so
  enabled Claude stayed text-only with blank As text / Saved.

History profitability gate:
- Reflow packs hard newlines with an inline ↵ glyph. countVisualRows
  still treated ↵ as a row break, so estimateImageCount overstated pages
  ~6x on reflowed history and collapsed Claude/Grok history never fired.
  Match the renderer: only hard newlines start a visual row.

Grok:
- Keep production 5x8 packing and a verbatim fact-sheet for OCR-hard
  tokens (paths/hex/ports/camelCase). Measured ~1000 image tok/MPix;
  cache 0.25x, output 3x.
- Leave Grok out of DEFAULT_MODEL_BASES (opt-in only, same bar as Opus).
  Pure-image exact OCR fails at 5x8; do not image it silently.

Also thread optional per-model render style through the Responses path
and allow eval-only atlas overrides in gen-atlas.
2026-07-09 12:44:03 -04:00
Danil Silantyev 4c4b77c17b fix(openai): record outgoingTextChars for Responses transforms
transformOpenAIChatCompletions set info.outgoingTextChars = countOutgoingTextChars(req)
before returning; transformOpenAIResponses set info.compressed = true and returned
without it. That field is the regression denominator (tokens ≈ α·outgoingTextChars +
β·imagePixels), so compressed Responses rows silently carried no denominator.

- add countResponsesOutgoingTextChars(): instructions + message-item text
  (string or input_text parts, via responsesContentText so input_image base64 is
  excluded) + flat tool name/description/parameters
- set it on the Responses success path, mirroring the Chat path
- test asserts outgoingTextChars > 0 for a compressed Responses request
2026-07-04 20:15:11 -04:00
Danil Silantyev 0e4a61695f fix(applicability): match all proxy Anthropic message routes
shouldTransformAnthropicMessages() gated the path with
!path.endsWith('/v1/messages'), but createProxy() routes three exact paths:
/v1/messages, /anthropic/v1/messages, and /anthropic/messages. So an SDK/host
using the public helper to pre-gate got unsupported_path on /anthropic/messages
— a request the proxy actually transforms — while endsWith would also have
wrongly accepted an unrelated /foo/v1/messages.

- lift isAnthropicMessagesPath() into applicability.ts (proxy.ts already imports
  from it; no cycle) as the single source of truth
- proxy.ts imports it instead of its own copy
- shouldTransformAnthropicMessages() uses it, so helper and router agree
- public-api tests cover /anthropic/v1/messages and /anthropic/messages
  (eligible) plus /v1/messages/count_tokens (still unsupported_path)
2026-07-04 19:25:51 -04:00
Danil Silantyev 6ee31d6847 fix(openai): image array-form Responses system/developer content
The Responses API allows a message item's content to be a string OR an array of
input_text parts. transformOpenAIResponses only read the string form
(`typeof content === 'string' ? content : ''`), so a developer/system item sent
as [{ type: 'input_text', text: ... }] was neither imaged nor stubbed — its
verbose text rode uncompressed as native input, and the pointer replacement
(also string-only) left it in place.

- collect static context via the existing responsesContentText() helper, which
  reads both shapes
- pointer replacement now handles arrays too, preserving the array shape
  ([{ type: 'input_text', text: RESPONSES_POINTER }]) so a parts-form request is
  not reshaped into a string
- test: a developer item with array content is imaged (staticChars counts it)
  and its outgoing content is a single pointer part, no original text
2026-07-04 19:09:42 -04:00
teamchong 3294c0d15c fix(history): stop teaching the model to skip Reads
- staleFreshnessHints() rewrites the upstream "(file state is current in
  your context - no need to Read it back)" hint into a stale-state warning
  at history-serialization time, covering both collapsed same-session
  turns and slabs inherited by continuation sessions
- Edit/Write/NotebookEdit stubs gain a live-text same-session Read
  precondition (READ_FIRST_TOOLS), riding un-imaged in the tools array
- telemetry: churning_static_tags canary - FNV-1a fingerprint per
  session/tag flags slab tags whose content churns and busts the image
  cache (TAG_OBSERVATIONS_MAX-capped)
- 5 regression tests in tests/history.test.ts; baseline to beat: 97
  read-gate errors across 18 sessions
2026-07-03 19:00:39 -04:00
teamchong c21520bd14 fix(history): carry opening-turn task text verbatim past demotion (#7)
Opening-turn task prompts were reduced to a 300-char compactPreview
tombstone by demoteProtectedHeadText, losing questions and trailing
output-format instructions that no later turn restated. The tombstone
keeps its cheap cache-stable preview, but latestCollapsedUserPointer
now scans INCLUDING the protected head: when the opening turn is the
only typed user text in the collapsed range (single-task sessions),
the pointer carries it verbatim via verbatimTaskText — up to 4000
chars, head 2600 / tail 1400 elision beyond that.
2026-07-03 08:23:41 -04:00
teamchong de0483cf51 fix(transform): wrap relocated env text in <system-reminder> for correct attribution 2026-07-03 01:50:08 -04:00
teamchong 06a8b70c01 fix(transform): relocate volatile env text behind ALL cache breakpoints
Volatile env/context text (git status, cwd, date) rode in req.system —
BEFORE the slab anchor in Anthropic's prefix order (tools → system →
messages) — so any git-state change cold-restarted the entire anchored
prefix. Telemetry attribution (events.jsonl 2026-06-26..07-02): 48.8%
of cold-create waste, ~2.6k tokens/session vs ~200 saved by imaging it.

Now appended as a trailing text block on the LAST user message — the
per-turn live tail that re-caches incrementally anyway — placed AFTER
history collapse (never baked into frozen chunks) and after tool_result
compression. Session-stable billingLine/sysRemainder stay in system;
fallback keeps env in system when no user message exists to carry it.
New telemetry field: envRelocatedChars.
2026-07-02 23:17:13 -04:00
teamchong e49bb11878 feat(telemetry): log stop_reason + safety-flag per request 2026-07-02 23:07:37 -04:00
teamchong beacd67b4a fix(transform): freeze imaged slab at first render — keep volatile content (skill listings, cwd caches) out of the imaged prefix so turn-2 system sha matches turn-1 2026-07-02 21:11:18 -04:00
teamchong 0ad3c68664 fix(transform): cross-session slab stability + drop compressSchemas knob
Fix #1 (cross-session cache bust): strip the volatile "# Environment"
markdown section (working dir, git status, platform, model ID) out of
the system text BEFORE the static/dynamic split. It carries no XML
wrapper so splitStaticDynamic couldn't catch it, and its git-status
lines change across sessions - baking them into the slab PNG busted
the cross-session cache (system_sha8 717f1fce -> 5efaa4bb for a
one-file edit). Parallel to stripBillingLine: the section re-enters
the system tail as plain text.

Schema handling simplified, knob removed: the Anthropic text-reference
path now renders prose-only tool docs (schemas stay untouched in
tools[] - duplicating them in the reference was pure bloat), while the
GPT imaged path always carries the compact schema (there it IS the
compression). Deletes the {type:'object'} stub + SCHEMA_STRUCTURAL_KEYS
machinery, stripSchemaDescriptions import, and the COMPRESS_SCHEMAS env.

Tests: e2e regressions for anchor relocation onto byte-frozen carry-over
history images and first-collapse anchor staying on the slab; history
relocation fixture grown past the collapseChunk=50 snap (56 messages ->
cutoff 50, frozen windows 11/21/31/41, collapsedTurns 49 - the old
35-message fixture floored to one window and never froze a chunk).

tsc clean; 615/615 tests pass.
2026-07-02 17:36:18 -04:00
teamchong baa1e1ee01 fix(transform): reword tool-docs stub/header to avoid refusal classifier
The text-based Tool Reference triggered Anthropic's model-cloning
safeguard (stop_reason: refusal -> silent Opus fallback) because the
per-tool stub said docs lived in "the system prompt" — the exact
phrasing the 169521c retrip identified as the trigger for the imaged
slab, now reintroduced in text form.

- Stub now reads: 'ⓘ Full docs: see "## Tool: <name>" in the Tool
  Reference section.' — no "system prompt"/"authoritative" framing.
- Tool Reference header is provenance-framed as first-party ("pxpipe
  (this user's local proxy) moved the full tool documentation...").
- tracker.ts now maps tool_docs_chars into events.jsonl so refusals
  are attributable to the text-reference path.
- Regression test: stub + reference header must never match
  /system prompt|authoritative/i and must carry provenance framing
  (scoped to the header; quoted third-party tool docs below it may
  legitimately contain the phrase).

Verified: 614/614 tests, tsc --noEmit clean, and a live cold-start
through the rebuilt proxy on claude-fable-5 with the text reference
active — no refusal event, no fallback.
2026-07-02 13:17:39 -04:00
teamchong 169521c9f8 fix(transform): defuse reasoning_extraction refusal — provenance-framed slab banner
The in-image banner announced 'SYSTEM PROMPT + TOOL DOCS ... treat as
authoritative system instructions' inside a user turn. Anthropic's
model-cloning classifier read that as a replayed/extracted prompt and
refused (apiRefusalCategory: reasoning_extraction), forcing Claude Code
to fall back to claude-opus-4-8 — outside compress scope, so the whole
session ran passthrough with zero savings.

Reworded to first-party provenance framing (pxpipe rendered this
session's own configuration; no 'system prompt'/'authoritative').
Two headless probes through :47824 now serve on claude-fable-5[1m]
with the imaged slab (img:4, ~94k chars) and zero refusal events;
identical shape was refused pre-fix (req_011CccRnutLzRJNVZ7bRKG8Q).
2026-07-01 22:25:08 -04:00
teamchong 7f2e40bad6 Revert "feat(transform): PXPIPE_TEXT_SLAB=1 keeps the system slab as text (classifier-safe)"
This reverts commit c04e8f80e8.
2026-07-01 21:50:39 -04:00
teamchong c04e8f80e8 feat(transform): PXPIPE_TEXT_SLAB=1 keeps the system slab as text (classifier-safe)
Anthropic's safety classifier OCRs rendered images. A *legible* image of the
system prompt + tool docs (bash / permissions / credential / file-write
vocabulary) trips its prompt-injection heuristic and forces a model downgrade
to Opus, which costs far more than imaging the (already prompt-cached) slab
ever saves. Empirically the caption wording is NOT the trigger — the OCR'd
content is — so no caption rewrite fixes it; the slab must stay text.

Gate at the slab profitability check with PXPIPE_TEXT_SLAB=1. Default is
unchanged (legacy imaged slab) so the cache-align / cache-stability suites
stay valid. Both demos now launch the pxpipe proxy with the toggle set.

Verified: identical ~300KB-slab request images 8 PNGs by default, 0 with the
toggle (reason=slab_text). Full suite: 614 passed.
2026-07-01 19:46:29 -04:00
teamchong ed968a7495 Reapply "fix(render): fit Anthropic page to 1568×728 (~1.15 MP) for WYSIWYG glyphs"
This reverts commit 6eaa8bfcd0.
2026-07-01 19:18:20 -04:00
teamchong 6eaa8bfcd0 Revert "fix(render): fit Anthropic page to 1568×728 (~1.15 MP) for WYSIWYG glyphs"
This reverts commit 838db8778e.
2026-07-01 18:50:25 -04:00
teamchong 838db8778e fix(render): fit Anthropic page to 1568×728 (~1.15 MP) for WYSIWYG glyphs
Measured 2026-07-01 (count_tokens sweep, claude-sonnet-4-5; see
docs/LEGIBILITY-AUDIT-2026-07-01.md): the API downscales every image to fit
BOTH long-edge ≤1568 AND ~1.15 MP (≈1,143,750 px), then bills ≈px/750
(~1525 tok/img cap). The old 1932×1932 page hit the cap but was resampled
0.555× before the vision encoder, so 5×8 glyphs arrived at ~2.8×4.4 px — the
root cause of the legibility misses this session.

New page shape 1568×728 = 1,141,504 px fits both bounds → glyphs reach the
encoder WYSIWYG (and still ≤2000 px/side for >20-image requests).

render.ts geometry:
  MAX_HEIGHT_PX          1932  -> 728
  MAX_WIDTH_PX           1932  -> 1568
  DEFAULT_COLS            313  -> 312  (1568 px exactly; 313=1573 would 0.997× blur)
  DENSE_CONTENT_COLS     384  -> 312
  READABLE/DENSE chars  50000/92160 -> 28080  (312×90, tracks real pagination)

Decouple the GPT path: OpenAI resizes differently (2048 bbox, 768 short side),
so a 768-wide strip up to 2048 tall survives un-resampled. Add
GPT_MAX_HEIGHT_PX = 1932 (gpt-model-profiles.ts) where the built-in cost
numbers were calibrated; openai-history.ts now uses it instead of the
now-Anthropic-specific MAX_HEIGHT_PX. Doc-only touch-ups in library.ts/export.ts.

tests/render + tests/paging updated to the new geometry (171 pass).
2026-07-01 17:54:51 -04:00
teamchong a346ec7ac5 feat(factsheet): carry occurrence counts, match ticket-style codes
- extractFactSheetEntries() returns {token, count}; the kept-token set
  and order are byte-identical to the old extractFactSheetTokens(),
  which now delegates. Counts render as a ×N suffix, so tally questions
  over imaged content are answerable from the text sheet instead of by
  counting 5x8 px glyph rows.
- Same-token spans matched by overlapping patterns dedupe by offset
  (token + match index) so nothing double-counts.
- New tier-0 shape: uppercase hyphenated codes with a digit
  (PROJ-1482, CVE-2024-30078); digit lookahead is bounded.
- export.ts consumes entries across all pages; 14 new/extended tests.
2026-07-01 16:41:00 -04:00
Steven Chong bf49065dce fix(savings): use observed cache state for text baseline 2026-06-30 12:24:09 -04:00
Steven Chong ff8a05e30c fix(savings): gate text-counterfactual warmth on static-prefix hash
A fresh same-session prior within the TTL is no longer sufficient to price
the text counterfactual warm: deriveBaselineWarmth now also requires the
static-prefix hash (system_sha8) to match. When opencode rotates the system
prompt / tool docs mid-session, the cacheable prefix changes, so a text-only
client would hit a new provider cache key too — pricing it warm against a
cold actual fabricated a huge phantom "loss" (the dashboard's 800%-worse
report). cr>0 still rescues a genuine warm read with no in-memory prior.

Wired through update(), replay(), and aggregateSessions via system_sha8.

Also surface losses honestly in the recent table (Saved/lost: negative
deltas in red instead of hidden as "—") and clarify headings as
billing-equivalent input tokens. Docs updated to match.
2026-06-29 15:59:10 -04:00
teamchong 966f9a144e refactor(export): single-source REPORT_CHARS_PER_TOKEN in transform.ts
Drop the duplicate CHARS_PER_TOKEN=3.7 from export.ts and import REPORT_CHARS_PER_TOKEN from transform.ts so the reporting-estimate constant has one source of truth. Clarify the dashboard baseline-warmth invariant comment. No behavior change.
2026-06-27 23:41:11 -04:00
teamchong cde21b2e73 fix(savings): base text-counterfactual warmth on wall-clock, not image-cache fate
The savings accounting priced the text baseline as cold whenever pxpipe's own
image cache missed this turn (cr==0), fabricating a 1.25x create the text path
would never have paid and inflating reported savings ~2x. Decouple them: the
text prefix reads warm whenever a fresh same-session prior exists within the
300s TTL (wall-clock), unioned with an observed read (cr>0) for the post-restart
case. Centralised in deriveBaselineWarmth; used by all three call sites
(sessions, dashboard, fragments).

Empirical replay over ~/.pxpipe/events.jsonl (13,402 message rows): honest
headline 504.6M tokens saved vs the old cr-gated 1.05B; 1,409/12,305 fresh-prior
rows (11.4%) read warm despite a busted image cache. Dashboard now narrates the
busted-image case explicitly. Adds baseline/sessions/context-map regression
tests. Measurement only — no change to proxy behavior.

typecheck + 600 tests + build all green.
2026-06-27 21:26:55 -04:00
teamchong 76a371028a feat(export): replace in-band @pxpipe directive with explicit pxpipe export CLI
The magic-word @pxpipe directive fired unreliably and added per-request body
scanning to the hot path, so drop it entirely: removed the directive module +
its test and unwired it from transform.ts / proxy.ts / node.ts / index.ts.
transformRequest now leaves message bodies byte-identical — no per-request
directive parsing.

In its place, `pxpipe export <paths>` renders code/text to dense PNG pages via
the same SDK primitive the proxy uses, so exported pages are byte-identical to
what ships to the model. Width is locked to proxy density (--cols rejected as
an unknown option, guarded by tests) to prevent drift. Added --open to preview
the rendered pages plus a result footer (artifact summary + token-savings line).

Tests: export.test.ts 64 passed (incl. --open parse + default coverage); full
suite 589 passed / 29 files; typecheck clean.
2026-06-27 18:28:28 -04:00
teamchong 6d1c46dd20 fix(cache): pin prefix-cache anchor to the byte-stable history image
Intermittent prefix-cache busts on long sessions (#11): the single cache
breakpoint relocated onto the LAST history image — the still-growing chunk
whose bytes change every window advance — so the slab+history prefix
re-created at 1.25x instead of being read.

- relocateAnchorToHistoryImage pins collapseHistory's carry-over ordinal
  (the last byte-stable chunk) instead of the last image.
- demoteProtectedHeadText keeps pxpipe's slab scaffolding (images +
  fact-sheet + the [End of rendered context.] boundary) verbatim and only
  quarantines the user's stale opening turn, so the relocator can still
  find the slab anchor (#14 demotion had clobbered the boundary it keys on).
- cachePrefixDigest joins parts with \x00 so block-boundary differences
  can't hash-collide into false prefix-stability.

520/520 green, tsc clean.
2026-06-26 00:17:10 -04:00
teamchong 85625f6a7a feat(transform): cache_prefix_sha8 prefix-cache bust attribution probe (#11)
Read-only digest of the exact pinned prefix (tools+system+messages through
the imaged history/slab boundary, live tail excluded), computed after final
marker placement and emitted per-turn via tracker. Attributes a prompt-cache
bust as pxpipe-side (sha8 drifts turn-over-turn) vs upstream eviction (sha8
stable while cache_create spikes). Behavior-neutral: byte-identical requests,
518/518 green.
2026-06-25 22:14:37 -04:00
teamchong 2e8f89288b fix(factsheet): rank tokens by shape so short high-consequence ids survive
The 64-token budget was filled longest-first, so long low-risk doc-URLs evicted short zero-redundancy tokens (git SHAs, ports, CLI flags, CONST_IDS) — the strings a coding agent must reproduce verbatim. Allocate by priority tier (ids/flags/numbers > paths/versions > URLs, capped); preserve substring-collapse and byte-stable, cache-safe output. Adds an eviction regression test.
2026-06-25 19:58:54 -04:00
teamchong 78abd081e4 feat(factsheet): byte-stable fact-sheet of exact identifiers on Claude + OpenAI paths
Recovers precision-critical strings (paths/ids/versions) from the imaged
slab as cache-stable text so they survive OCR. Byte-identical across turns,
validated on both Claude and gpt-5.5 paths.
2026-06-25 17:23:03 -04:00
Steven Chong 9eb66f54f2 fix(history): anchor collapsed history recency 2026-06-23 06:37:44 -04:00
teamchong 85f8536b67 chore: release 0.6.3
GPT autonomous agents (OpenCode/gpt-5.5) no longer lose the live request to
history imaging — the most-recent user turn is pinned as legible text between
before/after history images, with the guard echoing it. Fixes snap/confabulation
/off-task drift; validated on gpt-5.5 (stays on task, no off-task edits).

Patch, not minor: GPT is opt-in/WIP and hidden in the dashboard, and the visible
Anthropic path is byte-identical (pin commit 08a2b0a touched only the GPT path).

Also: clarifying comment on the minCollapseTokens gate (counts imageable work
only; sub-floor histories stay fully text by design — request stays legible).

473 tests pass; tsc + build clean.
2026-06-22 16:25:02 -04:00
teamchong 08a2b0a118 feat(gpt): pin the live user request as text in history collapse
Autonomous GPT agents (OpenCode/gpt-5.5) send ONE human request then a long
run of tool turns. The lone request is the OLDEST turn, so history collapse
imaged it first and the model lost it — "I wonder what the user actually asked"
→ off-task drift (observed: agent edited compaction.ts instead of answering a
compare question). The live-request guard's "the request is the trailing user
message" heuristic assumes interactive chat and points at nothing here.

Fix: keep the most-recent user turn OVERALL as legible TEXT, spliced between
before-pin and after-pin history images inside the synthetic user message;
older user turns stay imaged (must not look live — snap-to-first-prompt guard).
The guard now echoes the request verbatim (capped). History is imaged on both
sides of the pin, so compression barely changes.

Cache safety (adversarially reviewed):
- Pin ONLY when the latest user turn is INSIDE the collapse range. If it's in
  the kept tail (ordinary interactive turn) it's already native text — pinning
  an older in-range turn would migrate the pin across collapse-chunk boundaries
  and re-image frozen history. Restricting to the latest turn fixes its position
  until the next prompt, so before/after sections stay byte-stable across a run.
- Undersized before-pin remainder merges into the previous before-section rather
  than emitting a sub-threshold (net-negative) image.

Both Chat Completions and Responses paths. 473 tests pass; tsc + build clean.
Not yet released — validate on the gpt-5.5 machine first.
2026-06-22 12:15:16 -04:00
Steven Chong b9418bfa6f fix(gpt): cap history images and honest cache math 2026-06-22 10:46:47 -04:00
Steven Chong f6be3d3f88 fix(openai): keep opening prompt collapsible 2026-06-21 17:37:51 -04:00
teamchong fe6b0ec2a8 feat: structure-through role attribution + turn-index recency anchor for history images
Collapsed-history images now carry who-said-what AND when, instead of leaving
the model to reconstruct it from a flattened, role-ambiguous blob (which led it
to resurface the opening turn as if it were the live request).

- Turn-index recency anchor: each collapsed turn serializes as <user t="N"> /
  <assistant t="N"> with an ABSOLUTE turn index (larger N = more recent), so the
  model can tell turn 1 from turn 60. Absolute (never "N ago"/"i of total") so
  frozen chunks stay byte-identical and keep hitting the prompt cache. Mirrored on
  the GPT path. (history.ts, openai-history.ts, openai.ts)
- colorByRole: role tags are tinted via a parallel "slot string" carried from
  serialize time (structure-through), replacing the parse-back that miscolored a
  body quoting a literal <tag>. (render.ts, history.ts)
- neutralizeSentinel: a pre-existing ↵ (U+21B5) in content is swapped to ⏎
  (U+23CE) in render-prep so reflow packs newlines instead of bailing to a raw,
  unpacked render — common when the content is about pxpipe itself. Render-only;
  originals preserved. (render.ts, transform.ts, history.ts, openai-history.ts)
- Per-model GPT vision/render profiles, retunable via PXPIPE_GPT_PROFILES,
  behavior-identical to the old hardcoded values. (gpt-model-profiles.ts)

Review fixes folded in:
- Banner intro/outro consolidated to a single source of truth; the GPT path now
  aliases the Anthropic constant instead of byte-copying it (can't drift).
- slotCopyBody neutralizes literal slot markers to a width-equivalent control
  char (U+0003), not a space the minifier would strip and misalign.

459 tests pass; tsc clean.
2026-06-21 17:17:08 -04:00
Steven Chong 47b5e412b3 feat: cache-stable history-collapse imaging for GPT (OpenAI) + Anthropic
Collapse old conversation history into rendered PNG sections so the model
reads a compact image instead of re-billed text, while preserving prompt
caching and tool-call behavior. Measures real vs compressed token/cost.

Core:
- GPT history collapse (openai-history.ts): append-only, o200k token-length
  sectioning. Sections seal only at a tool-closed boundary (open call-id set
  empty), so a function_call and its function_call_output never split across
  the collapse cut. Fixes the OpenAI 400 "No tool call found for function
  call output with call_id ..." that hit long Responses-API sessions.
- Anthropic cache contract (history.ts): append-only per-chunk rendering;
  cache_control markers are preserved/moved, never added; chunk boundaries
  align with caller marker seams for byte-stable prefix caching.
- GPT image budget (openai.ts): detail:'original' for gpt-5.x, flagship
  vision-multiplier fix, patch cap; schema-strip preserves real descriptions.
- Savings accounting (openai-savings.ts): cached_tokens + vision-token basis.

Model scope (applicability.ts):
- Default imaged scope = claude-fable-5 + gpt-5.6.
- gpt-5.5 and claude-opus-4-8 stay opt-in: same pipeline, but they degrade
  reading dense imaged history (gist drift), so silently imaging them by
  default is wrong. Promotion is gated on an OCR/recall threshold.

Dashboard: GPT + Anthropic rendering, per-family model toggles, persisted
metrics, thumbnail-expired session UI, reflow/newline handling.

Tests: cache-alignment (GPT + Anthropic), history sectioning + tool-boundary
invariants, savings, dashboard, sessions/restart-restore. 452 passing.
2026-06-20 21:11:24 -04:00
teamchong 8b15525cb9 fix(transform): relocate cache anchor onto history image (stop 1.25x re-create)
The history image sits after the slab in prefix order, but the single cache
breakpoint was anchored on the slab. So the largest block — the ~141k-token
history image — only cached when the caller's roaming downstream marker happened
to land after it. When it didn't, the whole history image re-created at the 1.25x
cache_create rate every turn instead of amortizing into 0.1x reads. On a warm
session that turned a real compression win into a net loss (the "411% more"
the dashboard correctly surfaced).

Fix is pure relocation: move pxpipe's single breakpoint from the slab onto the
LAST history image (which sits after the slab), so slab + history cache as one
stable prefix — created once, then read. Marker count is unchanged: pxpipe still
never ADDS a marker (Task #21), it only moves the caller's existing one. When no
slab imaged, the history path keeps its own relocation.

- transform.ts: relocateAnchorToHistoryImage on the collapse-success branch
- history.test.ts: two old "history carries no marker" invariants upgraded to
  assert the relocation (last history image carries it; exactly one marker total)
2026-06-19 16:39:46 -04:00
teamchong 97d50513aa feat(openai): GPT-5.x family + Responses API support
- Generalize isPxpipeSupportedGptModel to the GPT-5 family (gpt-5, 5.x,
  -mini/-nano), default-on; [variant] tags stripped.
- OpenAI render switches to the 768px portrait strip (GPT_STRIP_COLS=152)
  so the API's mandatory shortest-side->768 downscale never shrinks our
  5px glyphs; downscale-free in both tile and patch regimes.
- Add OpenAI vision-token cost model (resolveVisionCost/openAIVisionTokens)
  and rewire the Chat Completions profitability gate to use it instead of
  the Anthropic 750px/token model.
- Add transformOpenAIResponses for the /v1/responses (Responses API) shape
  used by Codex: instructions + input items + flat tools -> rendered
  input_image parts; wire it into the proxy (was passthrough before).
- Tests: +12 (gate family, vision-token math incl. downscale path, chat +
  responses transforms). 366 passing; Anthropic path unchanged.

README intentionally not updated (GPT OCR fidelity unverified until tested).
2026-06-19 13:47:44 -04:00
teamchong ef9ddac58a feat(library): caller fidelity + recoverable channel, edge-safe; trim comments
- keepSharp: caller predicate pins exact-match-critical blocks (IDs, hashes,
  paths) as text, overriding the chars/token heuristic. Reported via
  info.keptSharpBlocks. Never forces imaging; throwing predicate = false.
- emitRecoverable: optional recovery map (block -> original text + provenance)
  so a stateful caller can re-inject or re-fetch imaged content. The recover
  half of the fidelity contract; documented mitigation for lossy recall.
- edge/Workers-safe: process.env read is typeof-guarded; @napi-rs/canvas moved
  to devDependencies (atlas is build-time only, runtime PNG encoder is pure-JS).
- comments: trimmed ~1,640 lines of essay/derivation/changelog narration across
  src/ (transform.ts -73%), keeping one-line rationale; deep math points to docs/.
- New exports/types in index.ts + library.ts; +12 tests (keep-sharp, recoverable).

Build clean; 354/354 tests pass.
2026-06-19 13:02:30 -04:00
teamchong 1cb62c1786 feat(dashboard): context-map transparency, flexible model chips, Opus default-off
- "How your context works" panel: per-request token flow (as-text -> real) plus
  the exact-char bucket breakdown of what became images and a gallery of every
  rendered page, opened via a "view" link on each recent-requests row.
- "compress models" chips are the union of a catalog (Fable 5, Opus 4.8/4.7,
  Sonnet 4.6, Haiku 4.5), the PXPIPE_MODELS env scope, and the active scope, so
  any env-enabled model stays toggleable (off <-> on); runtime-only override.
- Opus is OFF by default (Fable-5-only scope); opt-in via env or the chips.

Fixes from the code review:
- contextHistory cap aligned to the recent table (was 30 < 50, so older "view"
  links silently showed the latest request's breakdown); an evicted or
  unrecorded request now shows an explicit "no longer available" message.
- the session headline phrases a net loss as "N% more tokens" instead of
  rendering a garbled "-7% fewer tokens".
2026-06-17 10:01:33 -04:00
teamchong a9bda51210 feat(savings): honest negative accounting; drop the false >=0 clamp claim
Per-turn and per-session savings are the real baseline_eff - actual_eff with no
floor: a net-losing turn (cache_create-heavy image rewrite that costs more than
the text prefix it replaced) now reports the real loss instead of a fabricated
0. Updates baseline.ts and the caller comments that claimed a >=0 clamp the code
never applied -- the negative is intended and covered by tests/sessions.test.ts.
2026-06-17 10:01:33 -04:00
teamchong 8af9829872 feat(render): raise page ceiling to ~1932x1932 and align gate/paging geometry
Fable 5 / Opus 4.8 accept up to 2576px / 4784 visual tokens per image, but a
request with >20 images (pxpipe always sends many) is held to the stricter
<=2000px/side rule, so the real ceiling is ~1932x1932 (1928x1928 = 69x69 = 4761
tokens). MAX_HEIGHT_PX 1568->1932; dense tool/history pages now render at
DENSE_CONTENT_COLS=384 / DENSE_CONTENT_CHARS_PER_IMAGE=92160 (1928x1928 full
page) -- fewer image blocks at the same OCR-validated 5x8 cell. The static slab
is unchanged (313 cols / 1573x1280).

Also fixes a regression the code review caught: the break-even gate,
truncateForBudget, and estimateImageCount predicted against the slab geometry
(313 cols / 159 rows) while the dense renderer emits 384 cols / 240 rows, so
large tool_results were truncated far earlier than the 10-image cap required --
silently dropping output that would have rendered. A per-page char budget is
threaded through the prediction chain (defaults to READABLE so the slab and unit
tests are byte-identical) plus a denseGateGeometry helper, so the gate prices the
same page the renderer actually produces.
2026-06-17 10:01:33 -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 50f3f1f86b docs: add prompt-caching alignment + honest savings-math doc
New docs/CACHING_AND_SAVINGS.md explains the two things that keep coming up:

1. How pxpipe stays aligned with Anthropic's prompt cache when it images the
   static prefix: split static/dynamic blocks first (keep drifting <env> etc.
   as cheap text, never imaged), then relocate (never add) the caller's
   cache_control onto the last image so the breakpoint anchors at the end of
   the stable slab. Covers the cache-friendly splice, the symmetric
   anti-flapping burn term, and the horizon-amortized history-collapse gate.

2. How savings are measured without double-counting the cache discount: both
   the real request and a count_tokens counterfactual of the original body are
   priced with identical cache rates at the same moment, so the discount
   cancels in the difference and only the token reduction survives.

Also reconcile the priorWarmTokens JSDoc in transform.ts: the burn term is
applied undivided, matching all three gate call sites and the symmetric
priorWarmImageTokens doc. The '/ N' was stale (the per-turn gate has no
horizon to divide by; the horizon scales the lifetime cost, not the burn).
2026-06-16 08:35:48 -04:00
teamchong 528034cd82 feat(proxy): cloudflare-ai-gateway provider mode
- PXPIPE_PROVIDER=cloudflare-ai-gateway + PXPIPE_GATEWAY_BASE_URL derive both
  family routes ({base}/anthropic, {base}/openai) from one configurable base
- PXPIPE_GATEWAY_HEADERS injects auth headers (JSON or k=v;k2=v2) on every
  upstream request incl. count_tokens probes
- OpenAI paths drop /v1 to match gateway shape; Anthropic paths unchanged;
  unknown paths pass through on the family route; streaming untouched
- no hardcoded hostnames; tests use fake gateway URLs/tokens (14 new)
2026-06-09 19:21:01 -04:00