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Six Agent Frameworks in One Week: The Tooling Is Free, the Architecture Bill Comes Later
Hermes, DeerFlow, Nanobot, and three more agent frameworks shipped in a single week. The real challenge is not picking one. It is orchestrating them without context rot destroying your production outputs.
We Cut 63% of Our LLM Costs by Sending Less Context
We moved from 128K to 32K context windows. Costs dropped 63%. Accuracy went up. Here is how metadata filtering, re-ranking, and dynamic budgets do it.
Your Agent Has Amnesia: Fix It With Three Memory Layers
Most agents only build the tape recorder. Here is how episodic, semantic, and procedural memory work, when each breaks, and how to combine them.
MemPalace: Local-First AI Memory That Actually Works
MemPalace gives AI agents persistent memory using a local-first architecture. 96.6% recall, 30x compression, zero API keys. Here is how it works.