# Evidence capture — issue 24120 Scope: [#24120](https://git.cafe/pingdotgg/t3code/issues/24120), [#24121](https://github.com/pingdotgg/t3code/pull/24121). Before [27e0c684c5](https://git.cafe/pingdotgg/t3code/commit/27e0c684c5), after [2e536497b1](https://git.cafe/pingdotgg/t3code/commit/2e536497b1e4c8a8027a7eebb31ccb4fea9afa6e). No source changes, commits, pushes, or forge comments were made. These are evidence-only client projection fixtures in the complete real web app, not backend/provider replay evidence. ## Coverage and limits Four matched viewport/theme pairs, eight recordings: CSS 1440×900 and 390×844, light/dark. Chrome 154 Linux x86_64, DPR 2, root font 16px, normal font scale. Desktop screenshots are preview-transport downsampled to 1280×800; narrow screenshots are 780×1688. Whole app surface, collapsed navigation sidebar and closed detail panel, composer visible. Same deterministic generated history, IDs, clock, theme, and initial scroll in each pair. Clock frozen at 2026-10-24T10:01:00Z, CSS animations/transitions disabled, fonts ready. This is responsive web, not native mobile or Electron shell verification. All main recordings use driver.js; corrected B2 addenda use b2-addendum.js plus switch-away.js / switch-back.js. Chapter times are relative to proof.run() (recording may have initial padding): P1 0s, P2 ~7s, R1 ~16.6s, R2 ~21.6s, R3 ~24.4s, B1 ~30.9s, B2-partial ~38.1s, end ~42.2s. Per-recording manifests provide actual chapter timestamps, interactions, find result and compact update sequence. Recorder wall time can differ from driver time; it is not a timing benchmark. Dark narrow recordings have a long settled tail. Wide replacements explicitly record innerWidth 1440 / innerHeight 900 / DPR 2; MP4 stream dimensions are 2880×1800. Review sheets sample videos; black unused contact-sheet tiles are padding, not app blanks. | Matrix row | Captured | Remaining qualification | | --- | --- | --- | | P1 | All four before/after pairs: short updates and long threshold | Counters are pure projection-module copies, not application hook attribution; node arrays remain stable. Plans array AND artifact markdown change on every plan update. | | P2 | Provisional video quality; all pairs: expand, stream, collapse, find beyond preview, finish | Find result is an ephemeral query fixture; backend search is not verified. | | R1 | All pairs: blank standalone to repeated nonblank wrapped reasoning | No real provider behavior claimed. | | R2 | All pairs: tool-associated collapsed; later tool supersession and late text in B1 | Projection-level fixture only. | | R3 | All pairs: expand, repeated updates, collapse/reopen | Raw live/detail shared-array parity is recorded separately. | | B1 | All pairs: whitespace/nonblank, supersession, completion, final reply, completed group | Existing assistant streaming control is covered by focused tests, not a separate streamed assistant video chapter. | | B2 | Completed group open/update/close/reopen plus switch | All four matched addenda exercise the actual completed turn fold: clicked:true open/close/reopen, visible late text true, seeded control-thread switch and return. Main recordings retain failed earlier selectors; addenda supersede that B2 portion. | | D1 | Partial: plan, collapsed/expanded reasoning, blankness and completion counters/oracle/raw identities | Not every video step has an oracle record; no live-hook caller attribution, provider node flush, CPU duration, allocation, RSS or GC measurement. | | D2 | Partial: focused existing tests 139 passed; probe boundaries | Exhaustive requested guard matrix not independently mapped/executed step-by-step. | Seven of nine matrix rows have their visual chapters; D1/D2 remain partial. This is not a complete matrix pass. User-visible output is intended to remain identical. All eight plan/reasoning settled comparison pairs have zero changed RGB pixels (tolerance 0); threshold >8 also yields zero. Raw difference, 16× amplified difference and threshold images are supplied for each. Each input was captured twice 500ms apart with identical pixels after fonts and two animation frames. Videos and comparisons were visually inspected; rejected setup drafts are excluded. Wide find/collapse transitions include a brief nearly empty timeline frame in sampled review sheets while navigation/composer remain present. Treat P2 recording quality as provisional, not a clean acceptance pass; no time remained to eliminate that transient and recapture. Settled captures have no such artifact. ## Rebuild one affected capture (R3) 1. Use an isolated checkout at either linked commit, install with `vp install`, and run `vp run dev --no-seed` against its own copied/sandbox state. Never use live userdata read-write. Open a hydrated thread in your own authenticated T3 preview tab. No provider run is needed. Do not set VITE_HTTP_URL or VITE_WS_URL. 2. Set the tab CSS viewport to 390×844 or 1440×900, and appearance to dark/light. Evaluate the complete trimmed contents of driver.js in that tab. It imports existing app modules and replaces only the in-memory environment-thread projection, with generated three-turn history and a fourth active run. Reload restores server data. It does not mount a component harness or replace the DOM. 3. Start full-tab recording; evaluate `void proof.run()`. Wait until `proof.chapters.at(-1).id === 'end'` (about 43 seconds). After this milestone, evaluate switch-away.js, hold the control marker, then switch-back.js, hold the restored final response, and stop recording. Narrow addenda start from the completed fixture and repeat this switch. R3 starts ~24.4s: three expanded reasoning updates, collapse and reopen. Inspect the newest text in both preview and details. No auth, DB, source or user data belongs in uploads. 4. For a repeatable settled R3 screenshot, evaluate `window.captureState='reasoning'`, then the trimmed settled-state.js. Save a whole-tab image, wait 500ms, save again. For plan use captureState='plan'. build-diffs.py compares identically named inputs and emits metrics and comparison/difference images. It requires Pillow. 5. After the replay, evaluate parity-counter.js. It fetches the running Vite transformed modules, instruments full-function entry counters in fresh Blob module copies, and calls the actual incremental and full projection functions. The oracle calls are excluded from primary counters. No source instrumentation or live app hook is installed. Inspect records, changedEntries/changedRawRows and sharedGroupedArray. Eligible plan updates replace the plans array and artifact markdown while preserving id/kind/status. Before has one full entry+row derivation per update; after zero for eligible updates. Expanded reasoning updates change the live and detail raw rows only. Blankness/expansion/completion intentionally fall back. This proves avoided semantic derivation for the supplied inputs, not an entire real provider flush or eliminated transcript scans. driver.js is the executable seed and action sequence; fixture-snapshot.json is a sanitized generated snapshot (thread IDs replaced). Manifests contain only generated item IDs, lengths/status and actions. focused-tests.txt contains the 139-test result. No database, auth token/cookie, settings or real conversation text is uploaded. Narrated switch timestamps are supplied as machine-readable action labels/timecodes in manifests rather than an audio voiceover. A control thread contains a generated marker and no chess history; return must restore final response without the marker. This verifies client route/identity boundaries only. The main-driver B2 selectors returned clicked:false; do not count those actions. b2-addendum.js targets the actual turn-fold:fixture-run-3 button, normalizes its starting state, and records clicked:true plus visible:true. These corrected matched addenda supply B2. ## FRICTION and changes outside source - Fixture/replay: no ready deterministic backend replay registration was established. Used authorized ephemeral real-app projection/query fixtures; backend semantics remain unverified. Thread-switch fixture uses retained ephemeral atom nodes and a distinct control-thread marker. - Capture transport: recordings can have padding/time compression; not suitable for frame-time claims. One narrow-light recording was truncated and was recaptured; drafts excluded. Desktop screenshot transfer downsamples resolution. - Browser/setup: preview initially closed; opened two owned tabs. Baseline environment has a distinct environment ID. One bad route briefly created an empty sandbox thread; the driver filters shell display to the fixture thread. No user data was edited. - Forge: one Cafe ConnectionRefused read was retried successfully. Comments/reviews read only through Cafe; no monitoring or public comments. - Cleanup: only own isolated servers and temporary baseline checkout were created. Task checkout is retained and source clean. Parent checkout was untouched. Evidence scratch remains outside repositories. Work performed by gpt-6.1-sol through the Codex harness in T3 Code. ## All artifacts (exact immutable URLs) [README.md](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/008d3bb44facdf9e/README.md) [driver.js](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/c2e67d683cec094b/driver.js) [settled-state.js](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/87a041ccc9529d58/settled-state.js) [parity-counter.js](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/dc0f90d38eefad2c/parity-counter.js) [switch-away.js](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/cd98d73323f15b1d/switch-away.js) [switch-back.js](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/a21f2e588a372f8c/switch-back.js) [b2-addendum.js](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/6e081e9920f9417b/b2-addendum.js) ![switch-review.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/8ef18951935a34a1/switch-review.jpg) [fixture-snapshot.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/dce14a163a714391/fixture-snapshot.json) [before-counters.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/03b6688cc48f41f2/before-counters.json) [after-counters.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/b931de54fe997f3c/after-counters.json) [build-diffs.py](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/6b49663147c083ef/build-diffs.py) [diff-results.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/05b55ea9a34773fc/diff-results.json) [diff-summary.txt](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/cbc63a41385da41e/diff-summary.txt) [focused-tests.txt](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/9c0953f9917e1b37/focused-tests.txt) ![comparison-review.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/4f502a72afdfaed3/comparison-review.jpg) ![diff-review.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/257013441f4a7294/diff-review.jpg) [after-1440-dark-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/25f04c97e7499faf/after-1440-dark-manifest.json) ![after-1440-dark-plan-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/38be18f07264d5b6/after-1440-dark-plan-1.png) ![after-1440-dark-plan-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/7188b93588025464/after-1440-dark-plan-2.png) ![after-1440-dark-reasoning-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/4e61ca7219c2cc6f/after-1440-dark-reasoning-1.png) 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[after-1440-dark-switch.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/a6f684de99ce2b07/after-1440-dark-switch.mp4) [after-1440-dark.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/23afcf8666a55d6a/after-1440-dark.mp4) [after-1440-light-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/6c127d8be92019eb/after-1440-light-manifest.json) ![after-1440-light-plan-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/40bfc567fcb09eb6/after-1440-light-plan-1.png) ![after-1440-light-plan-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/4866202925206761/after-1440-light-plan-2.png) ![after-1440-light-reasoning-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/a4340fbfebfb5380/after-1440-light-reasoning-1.png) 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[after-1440-light-switch.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/bc3f556e74d6272b/after-1440-light-switch.mp4) [after-1440-light.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/058c0cd7db332855/after-1440-light.mp4) [after-390-dark-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/39a01d5c97c509d1/after-390-dark-manifest.json) ![after-390-dark-plan-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/90ceb8d1730621f4/after-390-dark-plan-1.png) ![after-390-dark-plan-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/2c2a4a947a04e081/after-390-dark-plan-2.png) ![after-390-dark-reasoning-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/30d18595b4a94e8d/after-390-dark-reasoning-1.png) ![after-390-dark-reasoning-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/e344f8ff35e10f2f/after-390-dark-reasoning-2.png) ![after-390-dark-review.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/d8d80fb6c4774506/after-390-dark-review.jpg) [after-390-dark-switch-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/82ffe8948cddb9a4/after-390-dark-switch-manifest.json) ![after-390-dark-switch.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/584a4986d9bcd587/after-390-dark-switch.jpg) [after-390-dark-switch.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/1cfc1250b590b6e8/after-390-dark-switch.mp4) [after-390-dark.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/1585ad6d6913bdcf/after-390-dark.mp4) [after-390-light-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/4ef9aeb9f129e7a1/after-390-light-manifest.json) ![after-390-light-plan-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/48b538dc24571f70/after-390-light-plan-1.png) ![after-390-light-plan-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/273d429114e00e85/after-390-light-plan-2.png) ![after-390-light-reasoning-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/48fa8af92c35ecf0/after-390-light-reasoning-1.png) ![after-390-light-reasoning-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/6399d22a67c214f0/after-390-light-reasoning-2.png) ![after-390-light-review.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/48d859f6a3ba11c8/after-390-light-review.jpg) [after-390-light-switch-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/538cb06b9f73454d/after-390-light-switch-manifest.json) ![after-390-light-switch.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/b1bf7d9d00b0294e/after-390-light-switch.jpg) [after-390-light-switch.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/bc421c6db0e33425/after-390-light-switch.mp4) [after-390-light.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/0defc5a6b4fd2d75/after-390-light.mp4) [before-1440-dark-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/d49488cfe0beee18/before-1440-dark-manifest.json) ![before-1440-dark-plan-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/393d60440d587c05/before-1440-dark-plan-1.png) 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[before-1440-dark-switch-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/62e09939d5a24dbb/before-1440-dark-switch-manifest.json) ![before-1440-dark-switch.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/832699258a16db75/before-1440-dark-switch.jpg) [before-1440-dark-switch.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/1bd501844632f982/before-1440-dark-switch.mp4) [before-1440-dark.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/3e0a0f9d6f773d85/before-1440-dark.mp4) [before-1440-light-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/ca3903748b5cde92/before-1440-light-manifest.json) ![before-1440-light-plan-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/f528ee04b60a0238/before-1440-light-plan-1.png) ![before-1440-light-plan-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/4ab7e419bc583e2c/before-1440-light-plan-2.png) ![before-1440-light-reasoning-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/16f68e5b6f46c800/before-1440-light-reasoning-1.png) ![before-1440-light-reasoning-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/d4889961b44438b9/before-1440-light-reasoning-2.png) ![before-1440-light-review-01.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/9defe61319dbc949/before-1440-light-review-01.jpg) ![before-1440-light-review-02.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/bb7343c9f72c4092/before-1440-light-review-02.jpg) ![before-1440-light-review-03.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/fb077aa719662da7/before-1440-light-review-03.jpg) [before-1440-light-switch-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/4f3ab5c0e92a3247/before-1440-light-switch-manifest.json) ![before-1440-light-switch.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/110bc993c072181f/before-1440-light-switch.jpg) [before-1440-light-switch.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/d3a70d84f89759b5/before-1440-light-switch.mp4) [before-1440-light.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/b7b2e27ce4435e82/before-1440-light.mp4) [before-390-dark-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/cb7195ecf991b3d9/before-390-dark-manifest.json) ![before-390-dark-plan-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/6414496a6a7cf9a2/before-390-dark-plan-1.png) ![before-390-dark-plan-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/7dc6b3e04c14e75a/before-390-dark-plan-2.png) ![before-390-dark-reasoning-1.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/e5b66ae18657ce0a/before-390-dark-reasoning-1.png) ![before-390-dark-reasoning-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/f0765bbb35834104/before-390-dark-reasoning-2.png) ![before-390-dark-review.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/89d9d0c559ac2dae/before-390-dark-review.jpg) [before-390-dark-switch-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/3b60750ecf811541/before-390-dark-switch-manifest.json) ![before-390-dark-switch.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/9c0838c41008d1b1/before-390-dark-switch.jpg) 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![before-390-light-reasoning-2.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/23c1bd7757eb9f07/before-390-light-reasoning-2.png) ![before-390-light-review.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/9d32515a3857a7a6/before-390-light-review.jpg) [before-390-light-switch-manifest.json](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/61fcd469b878d16f/before-390-light-switch-manifest.json) ![before-390-light-switch.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/679a62743155d131/before-390-light-switch.jpg) [before-390-light-switch.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/f2d975152747ac4e/before-390-light-switch.mp4) [before-390-light.mp4](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/27287d9c9d5d31bc/before-390-light.mp4) ![comparison-1440-dark-plan.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/9df6a001fd9c029f/comparison-1440-dark-plan.jpg) ![comparison-1440-dark-reasoning.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/81b95056024a8f70/comparison-1440-dark-reasoning.jpg) ![comparison-1440-light-plan.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/718c49f6e3ae2c94/comparison-1440-light-plan.jpg) ![comparison-1440-light-reasoning.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/5dddd4bb5853149a/comparison-1440-light-reasoning.jpg) ![comparison-390-dark-plan.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/c28359af00fa9bac/comparison-390-dark-plan.jpg) ![comparison-390-dark-reasoning.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/ec69f9a06f19dabb/comparison-390-dark-reasoning.jpg) ![comparison-390-light-plan.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/b92db0a1eea09d8f/comparison-390-light-plan.jpg) ![comparison-390-light-reasoning.jpg](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/8cf144c9f8f33ea6/comparison-390-light-reasoning.jpg) ![diff-1440-dark-plan-amplified16.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/61ba2d74b6725ede/diff-1440-dark-plan-amplified16.png) ![diff-1440-dark-plan-threshold8.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/0f38861e59b2ece2/diff-1440-dark-plan-threshold8.png) ![diff-1440-dark-plan-zero.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/d2cf1a38be1ea6fc/diff-1440-dark-plan-zero.png) ![diff-1440-dark-reasoning-amplified16.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/c6b8de7b94f7589d/diff-1440-dark-reasoning-amplified16.png) 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![diff-1440-light-reasoning-threshold8.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/b593ea5db4f3615a/diff-1440-light-reasoning-threshold8.png) ![diff-1440-light-reasoning-zero.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/79b879cd75072de2/diff-1440-light-reasoning-zero.png) ![diff-390-dark-plan-amplified16.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/a502cbd6afa09be8/diff-390-dark-plan-amplified16.png) ![diff-390-dark-plan-threshold8.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/77c0ba8c85a0eb9f/diff-390-dark-plan-threshold8.png) ![diff-390-dark-plan-zero.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/0f988f9a8f114263/diff-390-dark-plan-zero.png) ![diff-390-dark-reasoning-amplified16.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/0176530e6c69355b/diff-390-dark-reasoning-amplified16.png) ![diff-390-dark-reasoning-threshold8.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/1f187465216c796b/diff-390-dark-reasoning-threshold8.png) ![diff-390-dark-reasoning-zero.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/9536e6982460297d/diff-390-dark-reasoning-zero.png) ![diff-390-light-plan-amplified16.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/53a0992301522b5f/diff-390-light-plan-amplified16.png) ![diff-390-light-plan-threshold8.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/eba71c6767fc380e/diff-390-light-plan-threshold8.png) ![diff-390-light-plan-zero.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/e00eb5591f7c0752/diff-390-light-plan-zero.png) ![diff-390-light-reasoning-amplified16.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/10574a8228c7ad19/diff-390-light-reasoning-amplified16.png) ![diff-390-light-reasoning-threshold8.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/18dc7eb9213278a6/diff-390-light-reasoning-threshold8.png) ![diff-390-light-reasoning-zero.png](https://gh-file-drop-api-prod-mi5fy3sowv63ufte.pinglabs.workers.dev/f/1245e6c756e823e2/diff-390-light-reasoning-zero.png)