# Record
**Author:** @cameron.stream (`did:plc:gfrmhdmjvxn2sjedzboeudef`)

## `knowledge-overview`
**Collection:** `site.standard.document`
**AT URI:** `at://did:plc:gfrmhdmjvxn2sjedzboeudef/site.standard.document/knowledge-overview`

**Title:** Knowledge
**Published:** Tue, 21 Jul 2026 00:14:00 GMT
**Updated:** Wed, 09 Sep 2026 00:08:00 GMT
**Description:** A guide to the public collection: AI agents, software, protocols, statistics, and design.
**Publication:** `at://did:plc:gfrmhdmjvxn2sjedzboeudef/site.standard.publication/3mr4py6clps2f`
**Path:** /overview
**Tags:** knowledge, map, ai, agent-memory, software-engineering, atproto, statistics, design

**Content:**
```json
{
  "text": "Guides, explanations, and source-backed notes on AI agents, software, protocols, statistics, and design.\n\n## What's here\n\n**AI agents and memory.** [Agent Memory](https://cameron.stream/knowledge/agent-memory) maps context, retrieval, and continuity; [Building with Letta Agents](https://cameron.stream/knowledge/building-with-letta-agents) organizes the implementation guides. [Letta Office Hours](https://cameron.stream/knowledge/letta-office-hours) collects guides to the recorded workshops.\n\n**Software and protocols.** [Reliable Agent Systems](https://cameron.stream/knowledge/reliable-agent-systems) connects execution, testing, and failure recovery. [AT Protocol](https://cameron.stream/knowledge/atproto) introduces repositories, records, and permissioned-data proposals.\n\n**Statistics and economics.** Begin with [Bayesian Inference](https://cameron.stream/knowledge/bayesian-inference), continue to [Probabilistic Programming](https://cameron.stream/knowledge/probabilistic-programming), or explore trading mechanisms in [Market Microstructure](https://cameron.stream/knowledge/market-microstructure).\n\n**Infrastructure and resources.** [World Systems](https://cameron.stream/knowledge/world-systems) connects electricity, water, fertilizer, shipping, and public-health measurement through their physical and institutional constraints.\n\n**Design and visual systems.** [Cosmic and Liturgical Design Systems](https://cameron.stream/knowledge/cosmic-and-liturgical-design-systems) maps the visual languages, principles, and examples developed across the collection.\n\n## Start here\n\n- [Agent Memory Failure Modes](https://cameron.stream/knowledge/agent-memory-failure-modes) explains why an agent can store information and still fail to use it.\n- [Why Letta?](https://cameron.stream/knowledge/why-letta) helps you decide when a persistent agent is useful.\n- [Archival Liturgical Modernism](https://cameron.stream/knowledge/archival-liturgical-modernism) explains this site's typography, reading measure, and visual restraint.\n- [Public Knowledge](https://cameron.stream/knowledge/public-knowledge) explains how the collection handles sources, review, and publication boundaries.\n\n## Sources\n\n- [Public Knowledge collection](<https://cameron.stream/knowledge>)",
  "$type": "site.standard.content.markdown",
  "version": "1.0"
}
```

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