{ "name": "iinventedlight", "description": "corrow's (Cole Withington) site and library: project notes (Starweave, Crystal Storm, AI agents), library pages, and AI-condensed reference summaries of openly licensed sources.", "url": "https://iinventedlight.com/", "llms_txt": "https://iinventedlight.com/llms.txt", "sitemap": "https://iinventedlight.com/sitemap.xml", "mcp": { "url": "https://iinventedlight.com/mcp", "transport": "streamable-http", "start_with": [ "search_notes", "ask" ], "read_only_tools": [ "list_notes", "read_note", "search_notes", "ask", "atlas", "read_feedback" ] }, "markdown": { "per_note": "Every note has a .md twin; see each entry's markdown URL." }, "api": { "ask": "https://iinventedlight.com/api/ask?q=", "search": "https://iinventedlight.com/api/search?q=", "notes": "https://iinventedlight.com/api/notes", "note": "https://iinventedlight.com/api/notes/{slug}", "methods": [ "GET" ] }, "cite": { "format": "iinventedlight / corrow, \"\", <page URL>", "license": "CC BY 4.0 for library notes; reference notes keep their source license; art, music and poems are all rights reserved", "license_policy": "https://iinventedlight.com/library/license/", "ai_training": "allowed with credit under each note's license; art, music and poems are excluded", "ai_use": "https://iinventedlight.com/library/ai-use/" }, "corrections": "Spotted a mistake? Use the MCP feedback tool or email hello@iinventedlight.com.", "contributions": "submit_contribution needs your human's go-ahead; see https://iinventedlight.com/library/policy/.", "legal": { "terms": "https://iinventedlight.com/library/terms/", "takedown": "https://iinventedlight.com/library/takedown/", "not_advice": "https://iinventedlight.com/library/not-advice/", "ai_use": "https://iinventedlight.com/library/ai-use/", "corrections": "https://iinventedlight.com/library/corrections/" }, "count": 248, "notes": [ { "slug": "csharp-exceptions", "kind": "note", "title": "C# exceptions: try, catch, finally and good habits", "page": "https://iinventedlight.com/library/notes/csharp-exceptions/", "markdown": "https://iinventedlight.com/library/notes/csharp-exceptions.md", "license": "CC-BY-4.0" }, { "slug": "csharp-pattern-matching", "kind": "note", "title": "C# pattern matching with is and switch", "page": "https://iinventedlight.com/library/notes/csharp-pattern-matching/", "markdown": "https://iinventedlight.com/library/notes/csharp-pattern-matching.md", "license": "CC-BY-4.0" }, { "slug": "go-error-handling", "kind": "note", "title": "Go error handling: error values, wrapping, errors.Is and As", "page": "https://iinventedlight.com/library/notes/go-error-handling/", "markdown": "https://iinventedlight.com/library/notes/go-error-handling.md", "license": "CC-BY-4.0" }, { "slug": "go-goroutines-channels", "kind": "note", "title": "Go goroutines and channels in brief", "page": "https://iinventedlight.com/library/notes/go-goroutines-channels/", "markdown": "https://iinventedlight.com/library/notes/go-goroutines-channels.md", "license": "CC-BY-4.0" }, { "slug": "hf-datasets-cache", "kind": "note", "title": "How the Hugging Face Datasets cache works and where it lives", "page": "https://iinventedlight.com/library/notes/hf-datasets-cache/", "markdown": "https://iinventedlight.com/library/notes/hf-datasets-cache.md", "license": "CC-BY-4.0" }, { "slug": "hf-datasets-features-casting", "kind": "note", "title": "Hugging Face Datasets features: column types, ClassLabel and cast", "page": "https://iinventedlight.com/library/notes/hf-datasets-features-casting/", "markdown": "https://iinventedlight.com/library/notes/hf-datasets-features-casting.md", "license": "CC-BY-4.0" }, { "slug": "hf-datasets-load-local-files", "kind": "note", "title": "Load local CSV, JSON or Parquet files with Hugging Face Datasets", "page": "https://iinventedlight.com/library/notes/hf-datasets-load-local-files/", "markdown": "https://iinventedlight.com/library/notes/hf-datasets-load-local-files.md", "license": "CC-BY-4.0" }, { "slug": "postgres-constraints-foreign-keys", "kind": "note", "title": "PostgreSQL constraints: CHECK, NOT NULL, UNIQUE and foreign keys", "page": "https://iinventedlight.com/library/notes/postgres-constraints-foreign-keys/", "markdown": "https://iinventedlight.com/library/notes/postgres-constraints-foreign-keys.md", "license": "CC-BY-4.0" }, { "slug": "postgres-explain", "kind": "note", "title": "Read a PostgreSQL query plan with EXPLAIN", "page": "https://iinventedlight.com/library/notes/postgres-explain/", "markdown": "https://iinventedlight.com/library/notes/postgres-explain.md", "license": "CC-BY-4.0" }, { "slug": "postgres-full-text-search", "kind": "note", "title": "PostgreSQL full text search: tsvector, tsquery, ranking", "page": "https://iinventedlight.com/library/notes/postgres-full-text-search/", "markdown": "https://iinventedlight.com/library/notes/postgres-full-text-search.md", "license": "CC-BY-4.0" }, { "slug": "postgres-identity-columns", "kind": "note", "title": "PostgreSQL identity columns for auto-generated keys", "page": "https://iinventedlight.com/library/notes/postgres-identity-columns/", "markdown": "https://iinventedlight.com/library/notes/postgres-identity-columns.md", "license": "CC-BY-4.0" }, { "slug": "postgres-roles-grant", "kind": "note", "title": "PostgreSQL roles and GRANT", "page": "https://iinventedlight.com/library/notes/postgres-roles-grant/", "markdown": "https://iinventedlight.com/library/notes/postgres-roles-grant.md", "license": "CC-BY-4.0" }, { "slug": "postgres-transactions", "kind": "note", "title": "PostgreSQL transactions and isolation levels", "page": "https://iinventedlight.com/library/notes/postgres-transactions/", "markdown": "https://iinventedlight.com/library/notes/postgres-transactions.md", "license": "CC-BY-4.0" }, { "slug": "postgres-views", "kind": "note", "title": "PostgreSQL views: save a query under a name", "page": "https://iinventedlight.com/library/notes/postgres-views/", "markdown": "https://iinventedlight.com/library/notes/postgres-views.md", "license": "CC-BY-4.0" }, { "slug": "sqlite-when-to-use", "kind": "note", "title": "When SQLite is the right database (and when not)", "page": "https://iinventedlight.com/library/notes/sqlite-when-to-use/", "markdown": "https://iinventedlight.com/library/notes/sqlite-when-to-use.md", "license": "CC-BY-4.0" }, { "slug": "typescript-keyof-typeof", "kind": "note", "title": "TypeScript keyof and typeof type operators", "page": "https://iinventedlight.com/library/notes/typescript-keyof-typeof/", "markdown": "https://iinventedlight.com/library/notes/typescript-keyof-typeof.md", "license": "CC-BY-4.0" }, { "slug": "ao-compaction", "kind": "note", "title": "Context compaction and side constraints", "page": "https://iinventedlight.com/library/notes/ao-compaction/", "markdown": "https://iinventedlight.com/library/notes/ao-compaction.md", "license": "CC-BY-4.0" }, { "slug": "ao-handoff", "kind": "note", "title": "Handoffs between agents", "page": "https://iinventedlight.com/library/notes/ao-handoff/", "markdown": "https://iinventedlight.com/library/notes/ao-handoff.md", "license": "CC-BY-4.0" }, { "slug": "ao-idlehw", "kind": "note", "title": "Running local models on idle hardware", "page": "https://iinventedlight.com/library/notes/ao-idlehw/", "markdown": "https://iinventedlight.com/library/notes/ao-idlehw.md", "license": "CC-BY-4.0" }, { "slug": "ao-mcp", "kind": "note", "title": "MCP for agents", "page": "https://iinventedlight.com/library/notes/ao-mcp/", "markdown": "https://iinventedlight.com/library/notes/ao-mcp.md", "license": "CC-BY-4.0" }, { "slug": "ao-routing", "kind": "note", "title": "Model routing for agents", "page": "https://iinventedlight.com/library/notes/ao-routing/", "markdown": "https://iinventedlight.com/library/notes/ao-routing.md", "license": "CC-BY-4.0" }, { "slug": "dotnet-cli-basics", "kind": "note", "title": "Using the .NET CLI", "page": "https://iinventedlight.com/library/notes/dotnet-cli-basics/", "markdown": "https://iinventedlight.com/library/notes/dotnet-cli-basics.md", "license": "CC-BY-4.0" }, { "slug": "go-modules-basics", "kind": "note", "title": "Go modules and dependencies", "page": "https://iinventedlight.com/library/notes/go-modules-basics/", "markdown": "https://iinventedlight.com/library/notes/go-modules-basics.md", "license": "CC-BY-4.0" }, { "slug": "hf-dataset-viewer-api", "kind": "note", "title": "Using the Dataset Viewer API", "page": "https://iinventedlight.com/library/notes/hf-dataset-viewer-api/", "markdown": "https://iinventedlight.com/library/notes/hf-dataset-viewer-api.md", "license": "CC-BY-4.0" }, { "slug": "hf-datasets-load-and-stream", "kind": "note", "title": "Loading and streaming Hugging Face datasets", "page": "https://iinventedlight.com/library/notes/hf-datasets-load-and-stream/", "markdown": "https://iinventedlight.com/library/notes/hf-datasets-load-and-stream.md", "license": "CC-BY-4.0" }, { "slug": "hf-hub-repos-dataset-cards", "kind": "note", "title": "Hub repositories and dataset cards", "page": "https://iinventedlight.com/library/notes/hf-hub-repos-dataset-cards/", "markdown": "https://iinventedlight.com/library/notes/hf-hub-repos-dataset-cards.md", "license": "CC-BY-4.0" }, { "slug": "llm-reasoning-sampling-search-refine", "kind": "note", "title": "LLM reasoning: sample, search, and refine", "page": "https://iinventedlight.com/library/notes/llm-reasoning-sampling-search-refine/", "markdown": "https://iinventedlight.com/library/notes/llm-reasoning-sampling-search-refine.md", "license": "CC-BY-4.0" }, { "slug": "plain-language-editing-checklist", "kind": "note", "title": "Plain-language editing checklist", "page": "https://iinventedlight.com/library/notes/plain-language-editing-checklist/", "markdown": "https://iinventedlight.com/library/notes/plain-language-editing-checklist.md", "license": "CC-BY-4.0" }, { "slug": "plain-writing-for-readers", "kind": "note", "title": "Plain writing for readers", "page": "https://iinventedlight.com/library/notes/plain-writing-for-readers/", "markdown": "https://iinventedlight.com/library/notes/plain-writing-for-readers.md", "license": "CC-BY-4.0" }, { "slug": "postgres-aggregates-group-by", "kind": "note", "title": "Aggregates and GROUP BY in PostgreSQL", "page": "https://iinventedlight.com/library/notes/postgres-aggregates-group-by/", "markdown": "https://iinventedlight.com/library/notes/postgres-aggregates-group-by.md", "license": "CC-BY-4.0" }, { "slug": "python-dataclasses", "kind": "note", "title": "Python dataclasses", "page": "https://iinventedlight.com/library/notes/python-dataclasses/", "markdown": "https://iinventedlight.com/library/notes/python-dataclasses.md", "license": "CC-BY-4.0" }, { "slug": "rust-cargo-new-project", "kind": "note", "title": "Starting a Rust project with Cargo", "page": "https://iinventedlight.com/library/notes/rust-cargo-new-project/", "markdown": "https://iinventedlight.com/library/notes/rust-cargo-new-project.md", "license": "CC-BY-4.0" }, { "slug": "spring-boot-first-app", "kind": "note", "title": "A first Spring Boot web application", "page": "https://iinventedlight.com/library/notes/spring-boot-first-app/", "markdown": "https://iinventedlight.com/library/notes/spring-boot-first-app.md", "license": "CC-BY-4.0" }, { "slug": "typescript-basic-everyday-types", "kind": "note", "title": "Everyday types in TypeScript", "page": "https://iinventedlight.com/library/notes/typescript-basic-everyday-types/", "markdown": "https://iinventedlight.com/library/notes/typescript-basic-everyday-types.md", "license": "CC-BY-4.0" }, { "slug": "how-to-read-an-iil-note", "kind": "note", "title": "How to read an iinventedlight note (for agents)", "page": "https://iinventedlight.com/library/notes/how-to-read-an-iil-note/", "markdown": "https://iinventedlight.com/library/notes/how-to-read-an-iil-note.md", "license": "CC-BY-4.0" }, { "slug": "held-notes-review", "kind": "note", "title": "Why some notes are held for human review", "page": "https://iinventedlight.com/library/notes/held-notes-review/", "markdown": "https://iinventedlight.com/library/notes/held-notes-review.md", "license": "CC-BY-4.0" }, { "slug": "facts-vs-pointers", "kind": "note", "title": "When a note includes a fact vs points to a source", "page": "https://iinventedlight.com/library/notes/facts-vs-pointers/", "markdown": "https://iinventedlight.com/library/notes/facts-vs-pointers.md", "license": "CC-BY-4.0" }, { "slug": "confidence-levels", "kind": "note", "title": "Confidence levels in iinventedlight notes", "page": "https://iinventedlight.com/library/notes/confidence-levels/", "markdown": "https://iinventedlight.com/library/notes/confidence-levels.md", "license": "CC-BY-4.0" }, { "slug": "as-of-dates-and-staleness", "kind": "note", "title": "'As of' dates and stale facts", "page": "https://iinventedlight.com/library/notes/as-of-dates-and-staleness/", "markdown": "https://iinventedlight.com/library/notes/as-of-dates-and-staleness.md", "license": "CC-BY-4.0" }, { "slug": "cli-ripgrep-search", "kind": "note", "title": "ripgrep (rg): fast text search for agents", "page": "https://iinventedlight.com/library/notes/cli-ripgrep-search/", "markdown": "https://iinventedlight.com/library/notes/cli-ripgrep-search.md", "license": "CC0-1.0" }, { "slug": "cli-jq-json", "kind": "note", "title": "jq: filter and reshape JSON from the command line", "page": "https://iinventedlight.com/library/notes/cli-jq-json/", "markdown": "https://iinventedlight.com/library/notes/cli-jq-json.md", "license": "CC0-1.0" }, { "slug": "agent-access-index", "kind": "note", "title": "CLI or connector exists? Agent access index", "page": "https://iinventedlight.com/library/notes/agent-access-index/", "markdown": "https://iinventedlight.com/library/notes/agent-access-index.md", "license": "CC0-1.0" }, { "slug": "blender-headless", "kind": "note", "title": "Blender headless: background render and Python scripts", "page": "https://iinventedlight.com/library/notes/blender-headless/", "markdown": "https://iinventedlight.com/library/notes/blender-headless.md", "license": "CC0-1.0" }, { "slug": "cloudflare-workers-fetch-handler", "kind": "note", "title": "Cloudflare Workers: fetch handler and local preview", "page": "https://iinventedlight.com/library/notes/cloudflare-workers-fetch-handler/", "markdown": "https://iinventedlight.com/library/notes/cloudflare-workers-fetch-handler.md", "license": "CC0-1.0" }, { "slug": "docker-cli-readonly", "kind": "note", "title": "Docker CLI: version, list containers, run without lingering", "page": "https://iinventedlight.com/library/notes/docker-cli-readonly/", "markdown": "https://iinventedlight.com/library/notes/docker-cli-readonly.md", "license": "CC0-1.0" }, { "slug": "ffmpeg-media-convert", "kind": "note", "title": "ffmpeg: convert and inspect media from the command line", "page": "https://iinventedlight.com/library/notes/ffmpeg-media-convert/", "markdown": "https://iinventedlight.com/library/notes/ffmpeg-media-convert.md", "license": "CC0-1.0" }, { "slug": "github-cli-gh", "kind": "note", "title": "GitHub CLI (gh): list PRs and call the API from a script", "page": "https://iinventedlight.com/library/notes/github-cli-gh/", "markdown": "https://iinventedlight.com/library/notes/github-cli-gh.md", "license": "CC0-1.0" }, { "slug": "google-drive-gmail-api", "kind": "note", "title": "Google Drive and Gmail: REST APIs, no first-party CLI", "page": "https://iinventedlight.com/library/notes/google-drive-gmail-api/", "markdown": "https://iinventedlight.com/library/notes/google-drive-gmail-api.md", "license": "CC0-1.0" }, { "slug": "huggingface-hf-cli", "kind": "note", "title": "Hugging Face hf CLI: auth, dry-run download, JSON for agents", "page": "https://iinventedlight.com/library/notes/huggingface-hf-cli/", "markdown": "https://iinventedlight.com/library/notes/huggingface-hf-cli.md", "license": "CC0-1.0" }, { "slug": "libreoffice-headless-convert", "kind": "note", "title": "LibreOffice headless: convert documents from the CLI", "page": "https://iinventedlight.com/library/notes/libreoffice-headless-convert/", "markdown": "https://iinventedlight.com/library/notes/libreoffice-headless-convert.md", "license": "CC0-1.0" }, { "slug": "playwright-headless-tests", "kind": "note", "title": "Playwright: run browser tests headless from the CLI", "page": "https://iinventedlight.com/library/notes/playwright-headless-tests/", "markdown": "https://iinventedlight.com/library/notes/playwright-headless-tests.md", "license": "CC0-1.0" }, { "slug": "postgres-psql-scripts", "kind": "note", "title": "psql: non-interactive SQL for agents", "page": "https://iinventedlight.com/library/notes/postgres-psql-scripts/", "markdown": "https://iinventedlight.com/library/notes/postgres-psql-scripts.md", "license": "CC0-1.0" }, { "slug": "zenodo-23506838-paradoxical-egoism", "kind": "note", "title": "Paradoxical egoism: acting without motivation to preserve the self (Withington, Zenodo preprint)", "page": "https://iinventedlight.com/library/notes/zenodo-23506838-paradoxical-egoism/", "markdown": "https://iinventedlight.com/library/notes/zenodo-23506838-paradoxical-egoism.md", "license": "CC BY 4.0 # paper is CC BY 4.0 (Zenodo record metadata, verified 2026-10-20); note is our own summary" }, { "slug": "zenodo-23506946-cigarette-last-resort-self-soothing", "kind": "note", "title": "The cigarette as last-resort self-soothing (Withington, Zenodo preprint)", "page": "https://iinventedlight.com/library/notes/zenodo-23506946-cigarette-last-resort-self-soothing/", "markdown": "https://iinventedlight.com/library/notes/zenodo-23506946-cigarette-last-resort-self-soothing.md", "license": "CC BY 4.0 # paper is CC BY 4.0 (Zenodo record metadata, verified 2026-10-20); note is our own summary" }, { "slug": "zenodo-23511078-supreme-thought", "kind": "note", "title": "The Supreme Thought: superseding unwanted thoughts (Withington, Zenodo preprint)", "page": "https://iinventedlight.com/library/notes/zenodo-23511078-supreme-thought/", "markdown": "https://iinventedlight.com/library/notes/zenodo-23511078-supreme-thought.md", "license": "CC BY 4.0 # paper is CC BY 4.0 (Zenodo record metadata, verified 2026-10-20); note is our own summary" }, { "slug": "iinventedlight-library-rules", "kind": "note", "title": "iinventedlight library: feedback, submissions, Rust docs", "page": "https://iinventedlight.com/library/notes/iinventedlight-library-rules/", "markdown": "https://iinventedlight.com/library/notes/iinventedlight-library-rules.md", "license": "CC-BY-4.0" }, { "slug": "iinventedlight-overview", "kind": "note", "title": "iinventedlight: what it is and how it is being built", "page": "https://iinventedlight.com/library/notes/iinventedlight-overview/", "markdown": "https://iinventedlight.com/library/notes/iinventedlight-overview.md", "license": "CC-BY-4.0" }, { "slug": "working-with-superintelligence-and-ai-agents", "kind": "note", "title": "Working with AI agents and, in future, superintelligence (SI)", "page": "https://iinventedlight.com/library/notes/working-with-superintelligence-and-ai-agents/", "markdown": "https://iinventedlight.com/library/notes/working-with-superintelligence-and-ai-agents.md", "license": "CC-BY-4.0" }, { "slug": "getting-the-most-from-ai-assistants", "kind": "note", "title": "Getting the most from AI assistants (Grok, ChatGPT, Claude and similar)", "page": "https://iinventedlight.com/library/notes/getting-the-most-from-ai-assistants/", "markdown": "https://iinventedlight.com/library/notes/getting-the-most-from-ai-assistants.md", "license": "CC-BY-4.0" }, { "slug": "auto-research-and-recursive-self-improvement", "kind": "note", "title": "Automated AI research and recursive self-improvement", "page": "https://iinventedlight.com/library/notes/auto-research-and-recursive-self-improvement/", "markdown": "https://iinventedlight.com/library/notes/auto-research-and-recursive-self-improvement.md", "license": "CC-BY-4.0" }, { "slug": "starweave-1.0.1-pricing", "kind": "note", "title": "Starweave 1.0.1 pricing and release", "page": "https://iinventedlight.com/library/notes/starweave-1.0.1-pricing/", "markdown": "https://iinventedlight.com/library/notes/starweave-1.0.1-pricing.md", "license": "CC-BY-4.0" }, { "slug": "iinventedlight-library-launch", "kind": "note", "title": "iinventedlight mission pages and notes library", "page": "https://iinventedlight.com/library/notes/iinventedlight-library-launch/", "markdown": 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