{"adoption": {"forks": 248, "observed_at": "2026-08-28T04:07:11.438041+00:00", "stars": 2702}, "canonical_url": "https://ross.abutalabs.com/products/aicodeguide", "card": {"archived": false, "artifact_type": "learning-resource", "description": "AI Code Guide is a roadmap to start coding with AI", "domain": ["large-language-models", "tutorials", "developer-tools", "artificial-intelligence"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 64, "homepage": "https://aicode.guide", "language": null, "license": null, "license_family": "other", "maturity": "active", "member_repos": ["automata/aicodeguide"], "name": "automata/aicodeguide", "platform": [], "pushed_at": "2026-03-23T17:11:35+00:00", "repo": "automata/aicodeguide", "stars": 2702, "tags": ["vibe-coding", "ai-coding", "roadmap", "guide", "faq", "web-server"], "topics": ["ai", "aicode", "aicoding", "llm", "vibe-coding", "course", "roadmap"], "urls": [], "use_cases": ["learn how to start coding with AI", "understand vibe coding practices", "find the best AI code assistants and editors", "keep up with new LLM coding tools and protocols like MCP", "get started building software with AI without prior coding experience"], "what_it_is": "AI Code Guide is a curated, FAQ-style roadmap for learning to code with AI assistants and 'vibe coding', maintained by Vilson Vieira and Eric S. Raymond. It aggregates tools, practices, and resources around AI-assisted code generation in one accessible document.", "when_to_avoid": ["you need executable software or a tool rather than a guide", "you want a formal structured course with exercises and certification", "you need deep technical documentation of a specific AI coding product"], "when_to_choose": ["you are a developer new to AI coding assistants and want curated best practices", "you are a non-programmer curious about building software via vibe coding", "you want a single up-to-date reference instead of scattered resources"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/aicodeguide", "repo": "automata/aicodeguide", "role": "main", "score": 52}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:11.438041+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:15:57.314368+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b27143fe033dc47ac4b9a97a47c90c372c730aa748d7c8d93f1d5e3f0b73f344", "fetched_at": "2026-08-28T04:07:11.438041+00:00", "kind": "readme", "missing": false, "url": "https://github.com/automata/aicodeguide"}, {"content_hash": "148ccb090eeb2548e36ccdc1bb9fa398626c7b2a278275baa89686ae7066edbc", "fetched_at": "2026-08-29T09:59:25.559751+00:00", "kind": "homepage", "missing": false, "url": "https://aicode.guide"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 73, "longevity": 36, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 512, "days_push": 163, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 52, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}