Reading up on pgvector
5 deep · digging since dec 18, 25
- How AI Agent Memory Works
An interactive essay explains how agent memory systems work through context windows, embeddings, and retrieval architectures to overcome LLM statelessness.
- Show HN: I used Claude Code to discover connections between 100 books
Claude Code was used to map thematic connections between 100 books, but commenters question whether the links are meaningful or just stylistic LLM patterns.
- GitHub - parcadei/Continuous-Claude-v2: Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.
Continuous Claude is a framework that extends Claude Code with hooks, agents, and a 5-layer code analysis system to maintain session context, reduce token usage, and enable multi-agent development workflows.
- The State of AI Coding Report 2025
The Greptile report finds AI coding tools increased lines of code per developer by 3.5x and median PR size by 79% in the past year.
- The State of AI Coding 2025
The 2025 AI coding report found developer output up 3.5x and PR size up 79%, with Anthropic SDK closing the gap on OpenAI.