[{"data":1,"prerenderedAt":1221},["ShallowReactive",2],{"cycle-doc-market-analyst-c10-plan.md":3},{"cycle":4,"project":7,"path":10,"title":11,"toc":12,"ast":20},{"id":5,"title":6},"c10","API Modernization",{"id":8,"label":9},"market-analyst","Market Analyst","plan.md","c10: Pipeline Modernization — Claude API Best-of-Tech + Data Architecture Verdict",[13,14,15,16,17,18,19],"Context","Verdict 1: No DB — stay on git-tracked JSON","Verdict 2: Pipeline is NOT best-of-tech — modernization workstreams below","Workstreams (sequenced)","Critical files","End-to-end verification","Cost note",{"type":21,"children":22},"root",[23,31,45,73,78,91,101,106,133,138,150,157,206,212,346,352,444,450,610,616,732,738,943,949,1011,1016,1140,1145,1211,1216],{"type":24,"tag":25,"props":26,"children":28},"element","h2",{"id":27},"context",[29],{"type":30,"value":13},"text",{"type":24,"tag":32,"props":33,"children":34},"p",{},[35,37,43],{"type":30,"value":36},"Mark asked: are we using best-of-tech to analyze conversations? The pipeline was built in phase 1 (early 2026, SDK 0.39, Sonnet 4-era patterns) and only partially modernized in c8. Two questions: (a) what workflow\u002Fefficiency gains exist in the analysis pipeline, and (b) should the git-tracked-JSON data layer move to a DB (explicitly ",{"type":24,"tag":38,"props":39,"children":40},"em",{},[41],{"type":30,"value":42},"not",{"type":30,"value":44}," wanting an unnecessary migration).",{"type":24,"tag":32,"props":46,"children":47},{},[48,54,56,63,65,71],{"type":24,"tag":49,"props":50,"children":51},"strong",{},[52],{"type":30,"value":53},"Cycle number is c10",{"type":30,"value":55},", not c9 — ",{"type":24,"tag":57,"props":58,"children":60},"code",{"className":59},[],[61],{"type":30,"value":62},"cycles\u002Fc9.project-docs",{"type":30,"value":64}," already exists (completed 2026-08-20); numbers are never reused. Suggested name: ",{"type":24,"tag":57,"props":66,"children":68},{"className":67},[],[69],{"type":30,"value":70},"cycles\u002Fc10.api-modernization\u002F",{"type":30,"value":72},". This cycle absorbs c8's deferred \"D2 architecture thread\" (plan items D2.1 storage, D2.2 structured outputs + retry, D2.3 analyze reshape).",{"type":24,"tag":25,"props":74,"children":76},{"id":75},"verdict-1-no-db-stay-on-git-tracked-json",[77],{"type":30,"value":14},{"type":24,"tag":32,"props":79,"children":80},{},[81,83,89],{"type":30,"value":82},"Evidence: corpus is 4 calls \u002F ~44KB (phase-1 peak: 34 calls \u002F 388KB); growth ~15 calls\u002Fmonth ⇒ ~1MB in ~3 months, ~5MB in ~15 months. Single writer, git as write log, no concurrent writes, no relational queries. ",{"type":24,"tag":57,"props":84,"children":86},{"className":85},[],[87],{"type":30,"value":88},"build-index.ts",{"type":30,"value":90}," full rebuild is milliseconds and fine into the low hundreds of calls. c8 plan.md:138 already pressure-tested this and prescribed \"index + lazy per-call fetch before reaching for a DB; SQLite before anything heavier if ever\". The only real scaling problem (analyze.ts whole-corpus prompt) is an LLM-context problem a DB wouldn't fix.",{"type":24,"tag":32,"props":92,"children":93},{},[94,99],{"type":24,"tag":49,"props":95,"children":96},{},[97],{"type":30,"value":98},"Record in CYCLE.md as a decision with re-evaluation triggers:",{"type":30,"value":100}," concurrent multi-user writes, genuine relational query needs, or repo weight from raw transcripts (~1.6MB\u002Fmonth) becoming painful.",{"type":24,"tag":25,"props":102,"children":104},{"id":103},"verdict-2-pipeline-is-not-best-of-tech-modernization-workstreams-below",[105],{"type":30,"value":15},{"type":24,"tag":32,"props":107,"children":108},{},[109,111,116,118,123,125,131],{"type":30,"value":110},"Audit gaps: SDK pinned at 0.39.0 (current TS SDK is ",{"type":24,"tag":49,"props":112,"children":113},{},[114],{"type":30,"value":115},"0.122.0",{"type":30,"value":117}," — note: no 1.x exists for TS; that's Python); zero prompt caching (~11.6KB static prefix repaid on all 47 extractions to date); regex-fence JSON parsing everywhere instead of structured outputs; no retry tuning; analyze.ts sends the whole corpus in one non-streaming prompt using a ",{"type":24,"tag":49,"props":119,"children":120},{},[121],{"type":30,"value":122},"stale phase-1 prompt",{"type":30,"value":124}," (",{"type":24,"tag":57,"props":126,"children":128},{"className":127},[],[129],{"type":30,"value":130},"batch-themes.md",{"type":30,"value":132}," still says \"API infrastructure company\"); batch.ts has a latent truncation bug (max_tokens 16000, no stop_reason check, vs extract's 32000).",{"type":24,"tag":25,"props":134,"children":136},{"id":135},"workstreams-sequenced",[137],{"type":30,"value":16},{"type":24,"tag":139,"props":140,"children":144},"pre",{"className":141,"code":143,"language":30},[142],"language-text","W0 cycle docs\n └─ W1 SDK upgrade + shared client (foundation)\n     ├─ W2 bug fixes\n     ├─ W3 structured outputs ──► W4 prompt caching (cache lands on final prompt bytes)\n     └─ W5 analyze map-reduce (reuses W3 schema-gen)\nW6 site load-path small cut (user-approved; independent)\n",[145],{"type":24,"tag":57,"props":146,"children":148},{"__ignoreMap":147},"",[149],{"type":30,"value":143},{"type":24,"tag":151,"props":152,"children":154},"h3",{"id":153},"w0-cycle-artifacts",[155],{"type":30,"value":156},"W0 — Cycle artifacts",{"type":24,"tag":32,"props":158,"children":159},{},[160,165,167,173,175,181,183,189,191,196,198,204],{"type":24,"tag":57,"props":161,"children":163},{"className":162},[],[164],{"type":30,"value":70},{"type":30,"value":166}," via cycle-manager agent: ",{"type":24,"tag":57,"props":168,"children":170},{"className":169},[],[171],{"type":30,"value":172},"initial-prompt.md",{"type":30,"value":174}," (Mark's kickoff prompt verbatim), ",{"type":24,"tag":57,"props":176,"children":178},{"className":177},[],[179],{"type":30,"value":180},"CYCLE.md",{"type":30,"value":182}," (Why\u002FObjective\u002FScope\u002FKey Changes\u002FOutcome — model on ",{"type":24,"tag":57,"props":184,"children":186},{"className":185},[],[187],{"type":30,"value":188},"cycles\u002Fc9.project-docs\u002FCYCLE.md",{"type":30,"value":190},"), this plan as ",{"type":24,"tag":57,"props":192,"children":194},{"className":193},[],[195],{"type":30,"value":10},{"type":30,"value":197},". Update ",{"type":24,"tag":57,"props":199,"children":201},{"className":200},[],[202],{"type":30,"value":203},"cycles\u002FCYCLES.md",{"type":30,"value":205},". Note c8 D2 items absorbed; mark c8's D2 thread resolved-by-c10.",{"type":24,"tag":151,"props":207,"children":209},{"id":208},"w1-sdk-upgrade-shared-client-half-day",[210],{"type":30,"value":211},"W1 — SDK upgrade + shared client (~half day)",{"type":24,"tag":213,"props":214,"children":215},"ul",{},[216,243,304,317],{"type":24,"tag":217,"props":218,"children":219},"li",{},[220,226,228,233,235,241],{"type":24,"tag":57,"props":221,"children":223},{"className":222},[],[224],{"type":30,"value":225},"@anthropic-ai\u002Fsdk",{"type":30,"value":227}," ^0.39.0 → ",{"type":24,"tag":49,"props":229,"children":230},{},[231],{"type":30,"value":232},"^0.122.0",{"type":30,"value":234}," in ",{"type":24,"tag":57,"props":236,"children":238},{"className":237},[],[239],{"type":30,"value":240},"package.json",{"type":30,"value":242},".",{"type":24,"tag":217,"props":244,"children":245},{},[246,248,254,256,262,264,270,272,278,280,286,288,294,296,302],{"type":30,"value":247},"Extend ",{"type":24,"tag":57,"props":249,"children":251},{"className":250},[],[252],{"type":30,"value":253},"pipeline\u002Fmodel.ts",{"type":30,"value":255}," (right-sized c8 D2.6 \"config layer\"): keep ",{"type":24,"tag":57,"props":257,"children":259},{"className":258},[],[260],{"type":30,"value":261},"MODEL",{"type":30,"value":263}," (claude-sonnet-5, ",{"type":24,"tag":57,"props":265,"children":267},{"className":266},[],[268],{"type":30,"value":269},"ANTHROPIC_MODEL",{"type":30,"value":271}," override), add ",{"type":24,"tag":57,"props":273,"children":275},{"className":274},[],[276],{"type":30,"value":277},"ANALYZE_MODEL",{"type":30,"value":279}," (claude-opus-5, ",{"type":24,"tag":57,"props":281,"children":283},{"className":282},[],[284],{"type":30,"value":285},"ANTHROPIC_ANALYZE_MODEL",{"type":30,"value":287}," override), ",{"type":24,"tag":57,"props":289,"children":291},{"className":290},[],[292],{"type":30,"value":293},"EXTRACT_MAX_TOKENS = 32000",{"type":30,"value":295},", and a shared ",{"type":24,"tag":57,"props":297,"children":299},{"className":298},[],[300],{"type":30,"value":301},"client = new Anthropic({ maxRetries: 4 })",{"type":30,"value":303}," replacing the three per-script constructions.",{"type":24,"tag":217,"props":305,"children":306},{},[307,309,315],{"type":30,"value":308},"Document both model overrides in ",{"type":24,"tag":57,"props":310,"children":312},{"className":311},[],[313],{"type":30,"value":314},".env.example",{"type":30,"value":316}," (currently undocumented).",{"type":24,"tag":217,"props":318,"children":319},{},[320,322,328,330,336,338,344],{"type":30,"value":321},"Verify: ",{"type":24,"tag":57,"props":323,"children":325},{"className":324},[],[326],{"type":30,"value":327},"npx tsc --noEmit",{"type":30,"value":329},"; re-extract one call with ",{"type":24,"tag":57,"props":331,"children":333},{"className":332},[],[334],{"type":30,"value":335},"--force",{"type":30,"value":337},", diff ",{"type":24,"tag":57,"props":339,"children":341},{"className":340},[],[342],{"type":30,"value":343},"data\u002Fprocessed\u002F\u003Cid>.json",{"type":30,"value":345}," for semantic parity.",{"type":24,"tag":151,"props":347,"children":349},{"id":348},"w2-bug-fixes-rides-along-with-w1",[350],{"type":30,"value":351},"W2 — Bug fixes (rides along with W1)",{"type":24,"tag":353,"props":354,"children":355},"ol",{},[356,391,412,431],{"type":24,"tag":217,"props":357,"children":358},{},[359,365,367,373,375,381,383,389],{"type":24,"tag":57,"props":360,"children":362},{"className":361},[],[363],{"type":30,"value":364},"pipeline\u002Fbatch.ts",{"type":30,"value":366}," ",{"type":24,"tag":57,"props":368,"children":370},{"className":369},[],[371],{"type":30,"value":372},"downloadResults()",{"type":30,"value":374}," (~line 133): check ",{"type":24,"tag":57,"props":376,"children":378},{"className":377},[],[379],{"type":30,"value":380},"stop_reason === 'max_tokens'",{"type":30,"value":382}," → dump raw to ",{"type":24,"tag":57,"props":384,"children":386},{"className":385},[],[387],{"type":30,"value":388},".failed-raw.txt",{"type":30,"value":390}," (mirror extract.ts:174), skip write, count as failed.",{"type":24,"tag":217,"props":392,"children":393},{},[394,396,402,404,410],{"type":30,"value":395},"batch.ts:56 ",{"type":24,"tag":57,"props":397,"children":399},{"className":398},[],[400],{"type":30,"value":401},"16000",{"type":30,"value":403}," → ",{"type":24,"tag":57,"props":405,"children":407},{"className":406},[],[408],{"type":30,"value":409},"EXTRACT_MAX_TOKENS",{"type":30,"value":411}," (unify with extract.ts).",{"type":24,"tag":217,"props":413,"children":414},{},[415,417,423,425,429],{"type":30,"value":416},"Retry: rely on the SDK's built-in retries (",{"type":24,"tag":57,"props":418,"children":420},{"className":419},[],[421],{"type":30,"value":422},"maxRetries: 4",{"type":30,"value":424}," handles 429\u002F5xx with retry-after). Do ",{"type":24,"tag":49,"props":426,"children":427},{},[428],{"type":30,"value":42},{"type":30,"value":430}," port avoma.ts's hand-rolled backoff to Anthropic calls.",{"type":24,"tag":217,"props":432,"children":433},{},[434,436,442],{"type":30,"value":435},"nanoid stays — c8's \"dead dep\" note is wrong (used at ",{"type":24,"tag":57,"props":437,"children":439},{"className":438},[],[440],{"type":30,"value":441},"pipeline\u002Fupload-sagetap.ts:8,126",{"type":30,"value":443},").",{"type":24,"tag":151,"props":445,"children":447},{"id":446},"w3-structured-outputs-schema-derived-from-vocabulariests-1-day",[448],{"type":30,"value":449},"W3 — Structured outputs, schema derived from vocabularies.ts (~1 day)",{"type":24,"tag":213,"props":451,"children":452},{},[453,533,568,586,597],{"type":24,"tag":217,"props":454,"children":455},{},[456,458,464,466,472,473,479,480,486,488,499,501,507,509,515,517,523,525,531],{"type":30,"value":457},"New ",{"type":24,"tag":57,"props":459,"children":461},{"className":460},[],[462],{"type":30,"value":463},"schemas\u002Foutput-schema.ts",{"type":30,"value":465},": ",{"type":24,"tag":57,"props":467,"children":469},{"className":468},[],[470],{"type":30,"value":471},"buildCallExtractionFormat(useCaseIds)",{"type":30,"value":403},{"type":24,"tag":57,"props":474,"children":476},{"className":475},[],[477],{"type":30,"value":478},"output_config.format",{"type":30,"value":366},{"type":24,"tag":57,"props":481,"children":483},{"className":482},[],[484],{"type":30,"value":485},"{type:'json_schema', name:'call_extraction', schema}",{"type":30,"value":487},", generated ",{"type":24,"tag":49,"props":489,"children":490},{},[491,493],{"type":30,"value":492},"programmatically from the const arrays in ",{"type":24,"tag":57,"props":494,"children":496},{"className":495},[],[497],{"type":30,"value":498},"schemas\u002Fvocabularies.ts",{"type":30,"value":500}," (no zod — would break the single-source rule). Observation modeled as ",{"type":24,"tag":57,"props":502,"children":504},{"className":503},[],[505],{"type":30,"value":506},"anyOf",{"type":30,"value":508}," of per-type variants looped from ",{"type":24,"tag":57,"props":510,"children":512},{"className":511},[],[513],{"type":30,"value":514},"OBSERVATION_TYPES",{"type":30,"value":516},": category enum on market-signal types, ",{"type":24,"tag":57,"props":518,"children":520},{"className":519},[],[521],{"type":30,"value":522},"useCaseId",{"type":30,"value":524}," enum (from registry) + direction\u002FevidenceKind on use-case-evidence, nullable productArea\u002Fseverity on triage types. Rules: ",{"type":24,"tag":57,"props":526,"children":528},{"className":527},[],[529],{"type":30,"value":530},"additionalProperties:false",{"type":30,"value":532}," everywhere, all props required, optionality via null-unions, 1–5 scales as integer enums, no recursion.",{"type":24,"tag":217,"props":534,"children":535},{},[536,542,544,550,552,558,560,566],{"type":24,"tag":57,"props":537,"children":539},{"className":538},[],[540],{"type":30,"value":541},"extract.ts",{"type":30,"value":543},": keep ",{"type":24,"tag":57,"props":545,"children":547},{"className":546},[],[548],{"type":30,"value":549},".stream().finalMessage()",{"type":30,"value":551},", add ",{"type":24,"tag":57,"props":553,"children":555},{"className":554},[],[556],{"type":30,"value":557},"output_config",{"type":30,"value":559},"; replace regex fence-parse (lines 156–181) with direct ",{"type":24,"tag":57,"props":561,"children":563},{"className":562},[],[564],{"type":30,"value":565},"JSON.parse",{"type":30,"value":567},"; keep failed-raw dump + max_tokens guard.",{"type":24,"tag":217,"props":569,"children":570},{},[571,577,579,584],{"type":24,"tag":57,"props":572,"children":574},{"className":573},[],[575],{"type":30,"value":576},"batch.ts",{"type":30,"value":578},": same ",{"type":24,"tag":57,"props":580,"children":582},{"className":581},[],[583],{"type":30,"value":557},{"type":30,"value":585}," per request (supported on Batches); same parse simplification.",{"type":24,"tag":217,"props":587,"children":588},{},[589,595],{"type":24,"tag":57,"props":590,"children":592},{"className":591},[],[593],{"type":30,"value":594},"schemas\u002Fvalidation.ts",{"type":30,"value":596},": demoted to safety net (registry drift, old\u002Fhand-edited files at index time, semantic warnings) — no rewrite.",{"type":24,"tag":217,"props":598,"children":599},{},[600,602,608],{"type":30,"value":601},"Fallback lever if strict enums hurt recall: loosen ",{"type":24,"tag":57,"props":603,"children":605},{"className":604},[],[606],{"type":30,"value":607},"category",{"type":30,"value":609}," to string, keep validator warnings.",{"type":24,"tag":151,"props":611,"children":613},{"id":612},"w4-prompt-caching-extraction-path-half-day",[614],{"type":30,"value":615},"W4 — Prompt caching, extraction path (~half day)",{"type":24,"tag":213,"props":617,"children":618},{},[619,670,687,697],{"type":24,"tag":217,"props":620,"children":621},{},[622,624,630,632,637,639,645,647,653,654,660,662,668],{"type":30,"value":623},"Prompt assembly is already prefix-friendly: all volatile content is spliced at the ",{"type":24,"tag":57,"props":625,"children":627},{"className":626},[],[628],{"type":30,"value":629},"## Transcript",{"type":30,"value":631}," heading, the ",{"type":24,"tag":38,"props":633,"children":634},{},[635],{"type":30,"value":636},"last",{"type":30,"value":638}," section of ",{"type":24,"tag":57,"props":640,"children":642},{"className":641},[],[643],{"type":30,"value":644},"extract-call.md",{"type":30,"value":646},". Refactor ",{"type":24,"tag":57,"props":648,"children":650},{"className":649},[],[651],{"type":30,"value":652},"pipeline\u002Fprompt.ts",{"type":30,"value":366},{"type":24,"tag":57,"props":655,"children":657},{"className":656},[],[658],{"type":30,"value":659},"buildExtractionPrompt",{"type":30,"value":661}," to return ",{"type":24,"tag":57,"props":663,"children":665},{"className":664},[],[666],{"type":30,"value":667},"{staticPart, dynamicPart}",{"type":30,"value":669}," (split on the marker instead of replace-then-splice).",{"type":24,"tag":217,"props":671,"children":672},{},[673,678,679,685],{"type":24,"tag":57,"props":674,"children":676},{"className":675},[],[677],{"type":30,"value":541},{"type":30,"value":465},{"type":24,"tag":57,"props":680,"children":682},{"className":681},[],[683],{"type":30,"value":684},"system: [{type:'text', text: staticPart, cache_control:{type:'ephemeral'}}]",{"type":30,"value":686},", user message = dynamicPart. Static prefix ≈3.5–4.5K tokens — clears Sonnet-5's 1024-token minimum. 5-min TTL suffices for sequential runs.",{"type":24,"tag":217,"props":688,"children":689},{},[690,695],{"type":24,"tag":49,"props":691,"children":692},{},[693],{"type":30,"value":694},"batch.ts: no cache_control",{"type":30,"value":696}," — concurrent batch processing makes hit rates unreliable; 1.25× cache-writes with few reads could net-increase cost on the already-50%-discounted path.",{"type":24,"tag":217,"props":698,"children":699},{},[700,701,706,708,714,716,722,724,730],{"type":30,"value":321},{"type":24,"tag":57,"props":702,"children":704},{"className":703},[],[705],{"type":30,"value":335},{"type":30,"value":707}," run of 2 calls with a one-line ",{"type":24,"tag":57,"props":709,"children":711},{"className":710},[],[712],{"type":30,"value":713},"response.usage",{"type":30,"value":715}," log; call 1 shows ",{"type":24,"tag":57,"props":717,"children":719},{"className":718},[],[720],{"type":30,"value":721},"cache_creation_input_tokens",{"type":30,"value":723}," ≳3000, call 2 ",{"type":24,"tag":57,"props":725,"children":727},{"className":726},[],[728],{"type":30,"value":729},"cache_read_input_tokens",{"type":30,"value":731}," ≈ same.",{"type":24,"tag":151,"props":733,"children":735},{"id":734},"w5-analyzets-map-reduce-reshape-115-days-implements-c8-d23",[736],{"type":30,"value":737},"W5 — analyze.ts map-reduce reshape (~1–1.5 days; implements c8 D2.3)",{"type":24,"tag":213,"props":739,"children":740},{},[741,762,787,827,851,919,938],{"type":24,"tag":217,"props":742,"children":743},{},[744,746,752,754,760],{"type":30,"value":745},"Delete stale ",{"type":24,"tag":57,"props":747,"children":749},{"className":748},[],[750],{"type":30,"value":751},"pipeline\u002Fprompts\u002Fbatch-themes.md",{"type":30,"value":753},". Extract shared company framing into ",{"type":24,"tag":57,"props":755,"children":757},{"className":756},[],[758],{"type":30,"value":759},"pipeline\u002Fprompts\u002F_qpoint-context.md",{"type":30,"value":761}," injected via prompt.ts into extract + analyze prompts (kills the stale-pivot bug class permanently).",{"type":24,"tag":217,"props":763,"children":764},{},[765,770,772,778,780,785],{"type":24,"tag":49,"props":766,"children":767},{},[768],{"type":30,"value":769},"Stage 0 (pure code):",{"type":30,"value":771}," load ",{"type":24,"tag":57,"props":773,"children":775},{"className":774},[],[776],{"type":30,"value":777},"data\u002Fprocessed\u002F*.json",{"type":30,"value":779},"; group observations per ",{"type":24,"tag":57,"props":781,"children":783},{"className":782},[],[784],{"type":30,"value":522},{"type":30,"value":786}," and calls per company (with callId\u002Fdate\u002Fcompany\u002FsourceType context).",{"type":24,"tag":217,"props":788,"children":789},{},[790,795,796,802,804,810,812,818,820,826],{"type":24,"tag":49,"props":791,"children":792},{},[793],{"type":30,"value":794},"Map A — per use case",{"type":30,"value":124},{"type":24,"tag":57,"props":797,"children":799},{"className":798},[],[800],{"type":30,"value":801},"analyze-use-case.md",{"type":30,"value":803},"): momentum verdict, evidence rollup, explicit source-type agreement\u002Fdisagreement, direction\u002FevidenceKind balance, strongest verbatims, gaps, next test. Sonnet-5, max_tokens 8000, structured output → ",{"type":24,"tag":57,"props":805,"children":807},{"className":806},[],[808],{"type":30,"value":809},"data\u002Fanalysis\u002Fuse-cases\u002F{id}.json",{"type":30,"value":811}," with ",{"type":24,"tag":57,"props":813,"children":815},{"className":814},[],[816],{"type":30,"value":817},"sourceCallIds",{"type":30,"value":819}," + ",{"type":24,"tag":57,"props":821,"children":823},{"className":822},[],[824],{"type":30,"value":825},"generatedAt",{"type":30,"value":242},{"type":24,"tag":217,"props":828,"children":829},{},[830,835,836,842,844,850],{"type":24,"tag":49,"props":831,"children":832},{},[833],{"type":30,"value":834},"Map B — per company",{"type":30,"value":124},{"type":24,"tag":57,"props":837,"children":839},{"className":838},[],[840],{"type":30,"value":841},"analyze-company.md",{"type":30,"value":843},"): longitudinal trajectory, evolving signals, risks, quotes. Sonnet-5 → ",{"type":24,"tag":57,"props":845,"children":847},{"className":846},[],[848],{"type":30,"value":849},"data\u002Fanalysis\u002Fcompanies\u002F{slug}.json",{"type":30,"value":242},{"type":24,"tag":217,"props":852,"children":853},{},[854,859,860,866,868,874,876,881,883,888,890,895,897,903,905,911,912,917],{"type":24,"tag":49,"props":855,"children":856},{},[857],{"type":30,"value":858},"Reduce — overview",{"type":30,"value":124},{"type":24,"tag":57,"props":861,"children":863},{"className":862},[],[864],{"type":30,"value":865},"analyze-overview.md",{"type":30,"value":867},"): consumes only Map A\u002FB outputs + ",{"type":24,"tag":57,"props":869,"children":871},{"className":870},[],[872],{"type":30,"value":873},"index.json",{"type":30,"value":875}," stats (bounded input forever). Use-case scoreboard, cross-cutting patterns, positioning readout, source-type disagreements, recommendations. ",{"type":24,"tag":49,"props":877,"children":878},{},[879],{"type":30,"value":880},"Opus-5",{"type":30,"value":882}," via ",{"type":24,"tag":57,"props":884,"children":886},{"className":885},[],[887],{"type":30,"value":277},{"type":30,"value":889}," (adaptive thinking on by default), ",{"type":24,"tag":57,"props":891,"children":893},{"className":892},[],[894],{"type":30,"value":549},{"type":30,"value":896},", max_tokens 32000, structured output → ",{"type":24,"tag":57,"props":898,"children":900},{"className":899},[],[901],{"type":30,"value":902},"data\u002Fanalysis.json",{"type":30,"value":904}," (site path unchanged; keep ",{"type":24,"tag":57,"props":906,"children":908},{"className":907},[],[909],{"type":30,"value":910},"recommendations: string[]",{"type":30,"value":819},{"type":24,"tag":57,"props":913,"children":915},{"className":914},[],[916],{"type":30,"value":825},{"type":30,"value":918}," shape).",{"type":24,"tag":217,"props":920,"children":921},{},[922,924,929,931,936],{"type":30,"value":923},"Incremental: skip a map task when its ",{"type":24,"tag":57,"props":925,"children":927},{"className":926},[],[928],{"type":30,"value":817},{"type":30,"value":930}," set is unchanged; ",{"type":24,"tag":57,"props":932,"children":934},{"className":933},[],[935],{"type":30,"value":335},{"type":30,"value":937}," regenerates; reduce always reruns. No Batches\u002Fcaching here (low volume, unique payloads).",{"type":24,"tag":217,"props":939,"children":940},{},[941],{"type":30,"value":942},"Verify: run on current 4-call corpus; inspect intermediates; site dashboard renders analysis; second run skips maps.",{"type":24,"tag":151,"props":944,"children":946},{"id":945},"w6-site-load-path-small-cut-user-approved-half-day",[947],{"type":30,"value":948},"W6 — Site load-path small cut (user-approved, ~half day)",{"type":24,"tag":353,"props":950,"children":951},{},[952,988,1000],{"type":24,"tag":217,"props":953,"children":954},{},[955,957,963,965,971,973,979,981,987],{"type":30,"value":956},"Call detail page (",{"type":24,"tag":57,"props":958,"children":960},{"className":959},[],[961],{"type":30,"value":962},"site\u002Fpages\u002Fcalls\u002F[id].vue:378",{"type":30,"value":964},") fetches ",{"type":24,"tag":57,"props":966,"children":968},{"className":967},[],[969],{"type":30,"value":970},"\u002Fdata\u002Fprocessed\u002F{id}.json",{"type":30,"value":972}," directly instead of finding in the full array — zero server config needed (nitro already serves ",{"type":24,"tag":57,"props":974,"children":976},{"className":975},[],[977],{"type":30,"value":978},"data\u002F",{"type":30,"value":980}," at ",{"type":24,"tag":57,"props":982,"children":984},{"className":983},[],[985],{"type":30,"value":986},"\u002Fdata",{"type":30,"value":443},{"type":24,"tag":217,"props":989,"children":990},{},[991,993,999],{"type":30,"value":992},"Fix per-keystroke search: precompute per-call lowercase search blobs once at load (replacing rebuild at ",{"type":24,"tag":57,"props":994,"children":996},{"className":995},[],[997],{"type":30,"value":998},"useCallData.ts:251-264",{"type":30,"value":443},{"type":24,"tag":217,"props":1001,"children":1002},{},[1003,1005,1009],{"type":30,"value":1004},"Do ",{"type":24,"tag":49,"props":1006,"children":1007},{},[1008],{"type":30,"value":42},{"type":30,"value":1010}," move aggregate views onto index.json — rollups need full observation objects. Type-duplication cleanup (useCallData vs schemas\u002Fcall.ts) explicitly deferred.",{"type":24,"tag":25,"props":1012,"children":1014},{"id":1013},"critical-files",[1015],{"type":30,"value":17},{"type":24,"tag":32,"props":1017,"children":1018},{},[1019,1024,1026,1032,1033,1038,1039,1045,1046,1051,1052,1058,1060,1066,1067,1072,1073,1078,1079,1084,1086,1091,1093,1098,1100,1105,1106,1112,1113,1119,1120,1125,1126,1131,1132,1138],{"type":24,"tag":57,"props":1020,"children":1022},{"className":1021},[],[1023],{"type":30,"value":253},{"type":30,"value":1025},", ",{"type":24,"tag":57,"props":1027,"children":1029},{"className":1028},[],[1030],{"type":30,"value":1031},"pipeline\u002Fextract.ts",{"type":30,"value":1025},{"type":24,"tag":57,"props":1034,"children":1036},{"className":1035},[],[1037],{"type":30,"value":364},{"type":30,"value":1025},{"type":24,"tag":57,"props":1040,"children":1042},{"className":1041},[],[1043],{"type":30,"value":1044},"pipeline\u002Fanalyze.ts",{"type":30,"value":1025},{"type":24,"tag":57,"props":1047,"children":1049},{"className":1048},[],[1050],{"type":30,"value":652},{"type":30,"value":1025},{"type":24,"tag":57,"props":1053,"children":1055},{"className":1054},[],[1056],{"type":30,"value":1057},"pipeline\u002Fprompts\u002F*",{"type":30,"value":1059}," (new: ",{"type":24,"tag":57,"props":1061,"children":1063},{"className":1062},[],[1064],{"type":30,"value":1065},"_qpoint-context.md",{"type":30,"value":1025},{"type":24,"tag":57,"props":1068,"children":1070},{"className":1069},[],[1071],{"type":30,"value":801},{"type":30,"value":1025},{"type":24,"tag":57,"props":1074,"children":1076},{"className":1075},[],[1077],{"type":30,"value":841},{"type":30,"value":1025},{"type":24,"tag":57,"props":1080,"children":1082},{"className":1081},[],[1083],{"type":30,"value":865},{"type":30,"value":1085},"), ",{"type":24,"tag":57,"props":1087,"children":1089},{"className":1088},[],[1090],{"type":30,"value":463},{"type":30,"value":1092}," (new), ",{"type":24,"tag":57,"props":1094,"children":1096},{"className":1095},[],[1097],{"type":30,"value":498},{"type":30,"value":1099}," (read-only source), ",{"type":24,"tag":57,"props":1101,"children":1103},{"className":1102},[],[1104],{"type":30,"value":594},{"type":30,"value":1025},{"type":24,"tag":57,"props":1107,"children":1109},{"className":1108},[],[1110],{"type":30,"value":1111},"site\u002Fcomposables\u002FuseCallData.ts",{"type":30,"value":1025},{"type":24,"tag":57,"props":1114,"children":1116},{"className":1115},[],[1117],{"type":30,"value":1118},"site\u002Fpages\u002Fcalls\u002F[id].vue",{"type":30,"value":1025},{"type":24,"tag":57,"props":1121,"children":1123},{"className":1122},[],[1124],{"type":30,"value":240},{"type":30,"value":1025},{"type":24,"tag":57,"props":1127,"children":1129},{"className":1128},[],[1130],{"type":30,"value":314},{"type":30,"value":1025},{"type":24,"tag":57,"props":1133,"children":1135},{"className":1134},[],[1136],{"type":30,"value":1137},"cycles\u002Fc10.api-modernization\u002F*",{"type":30,"value":1139}," (new).",{"type":24,"tag":25,"props":1141,"children":1143},{"id":1142},"end-to-end-verification",[1144],{"type":30,"value":18},{"type":24,"tag":353,"props":1146,"children":1147},{},[1148,1158,1168,1173,1198],{"type":24,"tag":217,"props":1149,"children":1150},{},[1151,1156],{"type":24,"tag":57,"props":1152,"children":1154},{"className":1153},[],[1155],{"type":30,"value":327},{"type":30,"value":1157}," clean after each workstream.",{"type":24,"tag":217,"props":1159,"children":1160},{},[1161,1166],{"type":24,"tag":57,"props":1162,"children":1164},{"className":1163},[],[1165],{"type":30,"value":335},{"type":30,"value":1167}," re-extract 2 calls sequentially: schema-valid JSON with zero regex parsing, cache read confirmed via usage log, output semantically comparable to pre-change extraction.",{"type":24,"tag":217,"props":1169,"children":1170},{},[1171],{"type":30,"value":1172},"One small batch run: results parse, truncation guard exercised in code review.",{"type":24,"tag":217,"props":1174,"children":1175},{},[1176,1182,1184,1190,1191,1196],{"type":24,"tag":57,"props":1177,"children":1179},{"className":1178},[],[1180],{"type":30,"value":1181},"npm run analyze",{"type":30,"value":1183}," on the 4-call corpus: intermediates in ",{"type":24,"tag":57,"props":1185,"children":1187},{"className":1186},[],[1188],{"type":30,"value":1189},"data\u002Fanalysis\u002F",{"type":30,"value":1025},{"type":24,"tag":57,"props":1192,"children":1194},{"className":1193},[],[1195],{"type":30,"value":902},{"type":30,"value":1197}," written, site renders it.",{"type":24,"tag":217,"props":1199,"children":1200},{},[1201,1203,1209],{"type":30,"value":1202},"Site: detail page loads a call via its own fetch; search stays responsive; ",{"type":24,"tag":57,"props":1204,"children":1206},{"className":1205},[],[1207],{"type":30,"value":1208},"npm run index",{"type":30,"value":1210}," + dev-server restart per known gotcha.",{"type":24,"tag":25,"props":1212,"children":1214},{"id":1213},"cost-note",[1215],{"type":30,"value":19},{"type":24,"tag":32,"props":1217,"children":1218},{},[1219],{"type":30,"value":1220},"Extraction stays Sonnet-5 (volume path, Batches discount retained). Opus-5 only on the analyze reduce step — runs rarely, bounded input, quality-critical; dollar impact is cents per run.",1794599407572]