Getting stuff done
$ cd ~ ↵
$ ls -la ~/posts/
drwxr-xr-x DATE NAME
-rw-r--r-- Feb 05 Not all context is equal: hierarchical memory for AI agents -rw-r--r-- Feb 03 Cache the reasoning, not the answer -rw-r--r-- Jan 30 Local, long term memory for OpenClaw agents -rw-r--r-- Jan 27 From facts to insights: how observations work in Hindsight -rw-r--r-- Jan 25 What learning actually means for AI agents -rw-r--r-- Jan 16 File-based agent memory: great demo, good luck in prod -rw-r--r-- Dec 24 Background operations: what happens after retain() -rw-r--r-- Dec 23 Temporal reasoning: "when it happened" vs "when you learned it" -rw-r--r-- Dec 22 Document upserting: keeping evolving conversations fresh -rw-r--r-- Dec 21 TEI for production: embeddings and cross-encoder reranking -rw-r--r-- Dec 16 Beyond vector search: how TEMPR combines 4 retrieval strategies -rw-r--r-- Dec 15 Rich fact extraction: preserving narrative, not just statements -rw-r--r-- Dec 14 Retain, recall, reflect: the three operations of agent memory -rw-r--r-- Dec 13 Opinions with confidence scores: how agents form beliefs -rw-r--r-- Dec 12 Memory types in Hindsight: world, experience, opinion, observation -rw-r--r-- Dec 12 Drop SQLite: zero-dependency quick starts with pg0 -rw-r--r-- Dec 10 Token budgets vs top-k: a better way to fill context windows -rw-r--r-- Dec 08 Hindsight vs traditional RAG: what you actually get -rw-r--r-- Nov 26 pg0: zero-dependency PostgreSQL for development -rw-r--r-- Nov 16 The reasoning agent: a different architecture for AI systems (part 1) -rw-r--r-- Nov 10 LongMemEval: debugging a 300MB JSON file dataset -rw-r--r-- Nov 05 Code comments: humans vs agentic code
$ wc -l ~/posts/*
22 posts total
$ ls ~/tags/
#agents(18) #ai(20) #architecture(1) #asyncpg(1) #benchmarking(1) #best-practices(1) #coding-agents(1) #context-window(1) #database(2) #debugging(1) #developer-experience(2) #embeddings(1) #hindsight(16) #infrastructure(1) #llm(14) #memory(18) #openclaw(1) #postgresql(2) #production(1) #python(1) #rag(4) #reflect(1) #reranking(1) #retrieval(3) #tools(1)
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