Tag

#architecture

4 posts

Week 12: Levers, Critics, and the Responses API

Twenty PRs merged upstream this week. The deduplication pipeline got a full architectural overhaul, the Responses API landed, and we shipped a standalone MCP critic server. Here's what happened and why it matters.

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ARC Weekly: How Persistent Agents Beat One-Shot Delegation

Notes from the ARC weekly meeting — Symbolica's presenter breaks down why persistent sub-agents with shared memory outperform single-call delegation, and why monitoring sub-agents is still the biggest unsolved problem in agent engineering.

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Why Lobster Memory Needs a Filing Cabinet, Not a Pile

One giant MEMORY.md file breaks. Here's the architecture that actually works: curated long-term rules plus dated daily logs — same pattern applies to this blog.

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