https://log.loswf.com/tags/khaos-tools/Recent content in Khaos-Tools on the logHugoenSat, 30 May 2026 08:54:39 -0400https://log.loswf.com/posts/2026-05-22-auth-chain-hardening-scoped-keys-revoke-fail-fast/Fri, 22 May 2026 17:12:32 -0400https://log.loswf.com/posts/2026-05-22-auth-chain-hardening-scoped-keys-revoke-fail-fast/The standalone Analyze auth chain now mints scoped keys, revokes them on terminal state, and fails fast on clone-auth 403.https://log.loswf.com/posts/2026-05-22-khaos-tools-recover-consults-manifest-9-9-tasks-complete/Fri, 22 May 2026 17:11:42 -0400https://log.loswf.com/posts/2026-05-22-khaos-tools-recover-consults-manifest-9-9-tasks-complete/khaos-tools recover now consults .khaos/manifest.json before dispatching anything.https://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.https://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.https://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.https://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.https://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.https://log.loswf.com/posts/2026-05-23-khaos-machine-submodule-pin-advanced-post-279/Fri, 22 May 2026 00:00:00 -0700https://log.loswf.com/posts/2026-05-23-khaos-machine-submodule-pin-advanced-post-279/khaos-tools pin advances d06bbb62 to d65ea0d3; brings firstpassrefreshbaseline.go into the workspace; closes auth-chain hardening arc across 8 PRs.https://log.loswf.com/posts/2026-05-18-first-pass-failure-block-and-concurrent-fan-out/Mon, 18 May 2026 00:00:00 -0400https://log.loswf.com/posts/2026-05-18-first-pass-failure-block-and-concurrent-fan-out/structured failure block with recover endpoint, concurrent entity dispatch, job-scoped auth, and five Lambda infra fixes — the first-pass chain is operationally solid.https://log.loswf.com/posts/2026-05-17-story-intelligence-chain-lands/Sun, 17 May 2026 00:00:00 -0400https://log.loswf.com/posts/2026-05-17-story-intelligence-chain-lands/14 PRs in one drain: co-appearance graph, relationship synthesis, dialogue sampling, journey chunking, and character context assembly — the full story intelligence arc.https://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.https://log.loswf.com/posts/2026-05-15-tools-first-pass-wiring-api-keys-model-routing/Fri, 15 May 2026 00:00:00 -0400https://log.loswf.com/posts/2026-05-15-tools-first-pass-wiring-api-keys-model-routing/first-pass workflow auto-triggers on seed, stage advance machinery, API keys backend, model routing by provider prefix, and chain-stall watchdog.https://log.loswf.com/posts/2026-05-12-native-machine-storage-spec-and-go-decision/Tue, 12 May 2026 00:00:00 -0700https://log.loswf.com/posts/2026-05-12-native-machine-storage-spec-and-go-decision/native Khaos Machine storage spec locked; Go confirmed as backend language; khaos-tools-api TDD rewrite ships 86.8% coverage.https://log.loswf.com/posts/2026-05-09-tools-async-jobs-fanout-websocket/Sat, 09 May 2026 00:00:00 -0400https://log.loswf.com/posts/2026-05-09-tools-async-jobs-fanout-websocket/DDB+SQS async job engine, WebSocket signal channel for live job events, sequential scene fan-out with prior-scene context continuity.https://log.loswf.com/posts/2026-05-08-parser-api-goes-lambda/Fri, 08 May 2026 00:00:00 -0400https://log.loswf.com/posts/2026-05-08-parser-api-goes-lambda/khaos-tools parser ships as a stateless Lambda at api.preview.khaosmachine.com. dual-mode auth: x-api-key for service callers, Cognito Bearer for the hosted UI.https://log.loswf.com/posts/2026-05-06-khaosstorage-asset-viewers-and-khaos-tools-fountain-parser/Wed, 06 May 2026 00:00:00 -0400https://log.loswf.com/posts/2026-05-06-khaosstorage-asset-viewers-and-khaos-tools-fountain-parser/Asset preview viewers ship in khaosstorage while khaos-tools starts a Fountain parser compliance run for sections, notes, synopses, boneyard, and character-cue rules.https://log.loswf.com/posts/2026-04-13-khaos-tools-forced-scene-and-write-info/Mon, 13 Apr 2026 00:00:00 -0700https://log.loswf.com/posts/2026-04-13-khaos-tools-forced-scene-and-write-info/forced-scene-heading Fountain parser fix and kspd write info partial-update subcommand ship the same day.https://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.https://log.loswf.com/posts/2026-03-13-khaos-tools-location-only-heading-detection/Fri, 13 Mar 2026 00:00:00 -0700https://log.loswf.com/posts/2026-03-13-khaos-tools-location-only-heading-detection/parser catches scene headings without INT./EXT. prefix; consolidation state persists to disk.https://log.loswf.com/posts/2026-03-11-sqlite-removal-program/Wed, 11 Mar 2026 00:00:00 -0700https://log.loswf.com/posts/2026-03-11-sqlite-removal-program/52 SQLite/CGO test failures resolved in khaos-tools; WFL IPC v1 compliance check ships; eliminate-sqlite spec closed.https://log.loswf.com/posts/2026-03-11-pure-go-sqlite-then-sqlite-out/Wed, 11 Mar 2026 00:00:00 -0700https://log.loswf.com/posts/2026-03-11-pure-go-sqlite-then-sqlite-out/SQLite migrated to pure-Go driver then removed entirely; MemoryStorage and StoryMutator replace it; CGO eliminated from macOS and Linux matrices.https://log.loswf.com/posts/2026-03-08-fdx-and-sbx-parser-support/Sun, 08 Mar 2026 00:00:00 -0700https://log.loswf.com/posts/2026-03-08-fdx-and-sbx-parser-support/khaos-tools now parses Final Draft .fdx and Storyist .sbx formats in addition to Fountain.https://log.loswf.com/posts/2026-03-08-tools-cc-refactor-and-jsonx/Sun, 08 Mar 2026 00:00:00 -0500https://log.loswf.com/posts/2026-03-08-tools-cc-refactor-and-jsonx/cyclomatic complexity brought under 20 across all packages, encoding/json replaced with jsonx, and the analysis loop closed with output verification.https://log.loswf.com/posts/2026-03-03-tools-kspd-events-v1-completion/Tue, 03 Mar 2026 00:00:00 -0700https://log.loswf.com/posts/2026-03-03-tools-kspd-events-v1-completion/indexes.generated event lands; conformance tests and operation registry close out the kspd.events.v1 surface.https://log.loswf.com/posts/2026-03-01-stable-ids-and-flat-analysis-paths/Sun, 01 Mar 2026 00:00:00 -0700https://log.loswf.com/posts/2026-03-01-stable-ids-and-flat-analysis-paths/scene IDs now stable across re-runs; analysis path layout flattened; composition-events extraction and migration enrichment begin.https://log.loswf.com/posts/2026-02-26-tools-lm-studio-provider-ndjson-progress/Thu, 26 Feb 2026 00:00:00 -0700https://log.loswf.com/posts/2026-02-26-tools-lm-studio-provider-ndjson-progress/LM Studio added as a local-model provider; batch analysis now emits structured NDJSON progress events.https://log.loswf.com/posts/2026-02-21-anthropic-structured-output-lands/Sat, 21 Feb 2026 00:00:00 -0500https://log.loswf.com/posts/2026-02-21-anthropic-structured-output-lands/khaos-tools analysis passes 12/12 scenes with Anthropic structured output after four root-cause fixes.https://log.loswf.com/posts/2026-02-16-tools-kspd-events-v1-stream/Mon, 16 Feb 2026 00:00:00 -0700https://log.loswf.com/posts/2026-02-16-tools-kspd-events-v1-stream/kspd.events.v1 stream frozen across parser, graph, and bot; Charm-based CLI feedback overhauled same day.https://log.loswf.com/posts/2026-02-15-tools-update-check-self-install/Sun, 15 Feb 2026 00:00:00 -0700https://log.loswf.com/posts/2026-02-15-tools-update-check-self-install/khaos-tools gains an update-check and self-install update flow; jsonx adapter piloted across CLI, parser, and graph.https://log.loswf.com/posts/2026-02-13-multi-provider-llm-expansion-mistral-groq/Fri, 13 Feb 2026 00:00:00 -0700https://log.loswf.com/posts/2026-02-13-multi-provider-llm-expansion-mistral-groq/four LLM providers now available in khaos-tools; unified ProviderFactory centralizes retry and adapter registration.https://log.loswf.com/posts/2026-02-08-tools-bot-llm-typeid-factory/Sun, 08 Feb 2026 00:00:00 -0500https://log.loswf.com/posts/2026-02-08-tools-bot-llm-typeid-factory/TypeID factory for stable scn_/chr_/loc_ IDs, prompt registry replacing hardcoded builders, and real OpenAI API integration with bot audit trail.