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Stigmergy Pattern for Multi-Agent LLM Systems: Fewer Tokens, Lower Costs

Stigmergy Pattern for Multi-Agent LLM Systems: Fewer Tokens, Lower Costs

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2 min read
GPT 5.4 Thinks Like a Person Under Pressure: What Autonomous Agent Logs Reveal About Model Cognition

GPT 5.4 Thinks Like a Person Under Pressure: What Autonomous Agent Logs Reveal About Model Cognition

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3 min read
What I am currently reading (Feb 23rd)

What I am currently reading (Feb 23rd)

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Comments 1
3 min read
tiny tool to package your code for LLM prompts: pmc(pack-my-code)

tiny tool to package your code for LLM prompts: pmc(pack-my-code)

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Comments 1
2 min read
Ivy - Bringing LLMs to 35 Million offline students in Ethiopia

Ivy - Bringing LLMs to 35 Million offline students in Ethiopia

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1 min read
AWS Strands Replaced 40 Lines of LangGraph With 3. Here’s the Full Story

AWS Strands Replaced 40 Lines of LangGraph With 3. Here’s the Full Story

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5 min read
ralph-claude-code: The Technology to "Stop" AI Agents — How the Circuit Breaker Pattern Prevents Runaway Processes

ralph-claude-code: The Technology to "Stop" AI Agents — How the Circuit Breaker Pattern Prevents Runaway Processes

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5 min read
Building a Production-Ready RAG System with Incremental Indexing

Building a Production-Ready RAG System with Incremental Indexing

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6 min read
Module 2 Summary - Workflow Orchestration with Kestra Part 3

Module 2 Summary - Workflow Orchestration with Kestra Part 3

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2 min read
Web Adapter Tool Agent: Turn Self-Learning Skills into "98% Average Token Reduction on Revisits," Measured

Web Adapter Tool Agent: Turn Self-Learning Skills into "98% Average Token Reduction on Revisits," Measured

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9 min read
How LLM Orchestration Works and Why Developers Use LangChain

How LLM Orchestration Works and Why Developers Use LangChain

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3 min read
Code is cheap, show me the talk!

Code is cheap, show me the talk!

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2 min read
How to Scale Claude Code with an MCP Gateway (Run Any LLM, Centralize Tools, Control Costs)

How to Scale Claude Code with an MCP Gateway (Run Any LLM, Centralize Tools, Control Costs)

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6 min read
Making AI Empathic

Making AI Empathic

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5 min read
LLMs Are CPUs, Agents Are Processes — The Real Architecture of Agentic AI

LLMs Are CPUs, Agents Are Processes — The Real Architecture of Agentic AI

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3 min read
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