Story-Intelligence on the loghttps://log.loswf.com/tags/story-intelligence/Recent content in Story-Intelligence on the logHugoenSat, 30 May 2026 08:54:39 -0400the first eight weeks of khaos.machinehttps://log.loswf.com/news/engineering/2026-05-23-first-eight-weeks-of-khaos-machine/Sat, 23 May 2026 00:00:00 -0700https://log.loswf.com/news/engineering/2026-05-23-first-eight-weeks-of-khaos-machine/five repos stood up in eight weeks, in an order the commits prove was deliberate: spec before engine, packaging before analysis toolchain, product shell last.khaos-gui — stale-baseline CTA wires refresh-baseline endpointhttps://log.loswf.com/posts/2026-05-23-khaos-gui-stale-baseline-cta-wires-refresh-baseline-endpoint/Fri, 22 May 2026 00:00:00 -0700https://log.loswf.com/posts/2026-05-23-khaos-gui-stale-baseline-cta-wires-refresh-baseline-endpoint/stale-baseline CTA calls useFirstPassStatus.refreshBaseline(); RefreshBaselineOutcome discriminated union covers accepted/already_running/no_baseline/error; loading guard blocks double-click race.khaos-tools — coverage longform chunking designhttps://log.loswf.com/posts/2026-05-23-khaos-tools-coverage-longform-chunking-design/Fri, 22 May 2026 00:00:00 -0700https://log.loswf.com/posts/2026-05-23-khaos-tools-coverage-longform-chunking-design/design-only deliverable: act-based map-reduce primary, scene-window fallback; significance-threshold disqualified; StageIsIdempotent(StageCoverage) remains false.khaos-tools — refresh-baseline endpoint landshttps://log.loswf.com/posts/2026-05-23-khaos-tools-refresh-baseline-endpoint-lands/Fri, 22 May 2026 00:00:00 -0700https://log.loswf.com/posts/2026-05-23-khaos-tools-refresh-baseline-endpoint-lands/new POST endpoint triggers first-pass baseline refresh; 202/409/404/401 cases fully covered across 14 handler tests.khaos-tools — Retry-After header on 429 force_reseed_rate_limitedhttps://log.loswf.com/posts/2026-05-23-khaos-tools-retry-after-header-on-429-force-reseed-rate-limited/Fri, 22 May 2026 00:00:00 -0700https://log.loswf.com/posts/2026-05-23-khaos-tools-retry-after-header-on-429-force-reseed-rate-limited/429 responses carry Retry-After header and retry_after_seconds body field; integer-ceiling math, no math.Ceil.khaos-tools — Story Intelligence step 3: chunk summarizerhttps://log.loswf.com/posts/2026-05-23-khaos-tools-story-intelligence-step-3-chunk-summarizer/Fri, 22 May 2026 00:00:00 -0700https://log.loswf.com/posts/2026-05-23-khaos-tools-story-intelligence-step-3-chunk-summarizer/per-chunk LLM synthesis with artifact persistence lands as step 3 of 5; evidence-hallucination is a hard-error with retry-once.khaos-tools — Story Intelligence step 4: journey mergerhttps://log.loswf.com/posts/2026-05-23-khaos-tools-story-intelligence-step-4-journey-merger/Fri, 22 May 2026 00:00:00 -0700https://log.loswf.com/posts/2026-05-23-khaos-tools-story-intelligence-step-4-journey-merger/MergeJourney lands as step 4 of 5; single-chunk path is deterministic projection; multi-chunk synthesis retries once on evidence hallucination.recover means recover — not retryhttps://log.loswf.com/news/engineering/recover-means-recover/Mon, 18 May 2026 00:00:00 -0400https://log.loswf.com/news/engineering/recover-means-recover/the structural gap between a retry endpoint and a recover endpoint, and how the first-pass recovery chain resolves it without re-charging work that already succeeded.ad-hoc dispatch to managed workflow surface, in one afternoonhttps://log.loswf.com/news/engineering/2026-05-15-platform-pivots-in-one-afternoon/Fri, 15 May 2026 00:00:00 -0700https://log.loswf.com/news/engineering/2026-05-15-platform-pivots-in-one-afternoon/on May 15 2026, khaos.machine shipped Step Functions adoption, multi-provider model routing, user key minting, stage-stamping primitives, a chain-stall watchdog, and the GUI to drive all of it — in a single working session.khaos storage goes livehttps://log.loswf.com/news/build/khaos-storage-goes-live/Tue, 12 May 2026 09:00:00 -0400https://log.loswf.com/news/build/khaos-storage-goes-live/a git plane for KSPD projects, shared auth with the hosted shell, and cloud sync that stays off by default.khaos machine without the installhttps://log.loswf.com/news/build/hosted-khaos-machine-app/Fri, 08 May 2026 18:00:00 -0400https://log.loswf.com/news/build/hosted-khaos-machine-app/app.khaosmachine.com ships: sign-in, Fountain playground, deeplink receiver, PWA. the platform is now consumable without a desktop install.khaos-tools — coverage report pipeline: deterministic phase landshttps://log.loswf.com/posts/2026-03-24-coverage-report-pipeline/Tue, 24 Mar 2026 00:00:00 -0700https://log.loswf.com/posts/2026-03-24-coverage-report-pipeline/coverage report pipeline complete: prompt, assembler, freshness check, file-lock, and token-budget estimator all ship.structured output: when the LLM finally returns what you asked forhttps://log.loswf.com/news/engineering/structured-output-deterministic-analysis/Sat, 21 Feb 2026 00:00:00 -0500https://log.loswf.com/news/engineering/structured-output-deterministic-analysis/four root-cause fixes that unblocked Anthropic structured output in khaos-tools — and the schema pipeline assumptions that caused all four.