{"query":"Changelog","count":3,"results":[{"slug":"changelog","title":"civ.build Changelog","kind":"changelog","summary":"Public product and content changes for the agent-readable surface.","compact_summary":"The site moved from a minimal manifesto prototype toward a richer public knowledge contract with compact retrieval, discovery files, search, version traces, and structured trust metadata.","confidence":"high","updated_at":"2026-04-10T00:00:00.000Z","score":39,"match_fields":["title","tags","section_map","body"]},{"slug":"memory-consolidation-and-sleep-loops","title":"Memory Consolidation and Sleep Loops for AI","kind":"essay","summary":"Why AI memory systems should consolidate, compress, and strengthen knowledge over time instead of storing everything statically, and how periodic sleep loops make that practical.","compact_summary":"Static retrieval is not memory. Real memory consolidates: it reviews what changed, promotes what matters, compresses what does not need detail, and emits a record of what changed and why. AI systems should aspire to that lifecycle.","confidence":"medium","updated_at":"2026-04-11T00:00:00.000Z","score":12,"match_fields":["key_claims","body"]},{"slug":"context-lifecycle-for-ai-systems","title":"Context Lifecycle for AI Systems","kind":"essay","summary":"Why good AI systems should not treat context as one giant blob, and why summary, consolidation, and drill-down layers matter.","compact_summary":"Context should behave more like a lifecycle than a dump: short-term working state, compact summaries, longer-term memory, and periodic consolidation each serve different jobs and should not be collapsed into one context window.","confidence":"high","updated_at":"2026-04-10T00:00:00.000Z","score":4,"match_fields":["body"]}]}