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Domain-Aware Coherence Gating: Governing AI Reasoning Environments Instead of Models

Domain-Aware Coherence Gating: Governing AI Reasoning Environments Instead of Models

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4 min read
Introducing claude-collab

Introducing claude-collab

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7 min read
Creating Hierarchical AI Assistant Contexts: Global vs. Project-Specific Configurations

Creating Hierarchical AI Assistant Contexts: Global vs. Project-Specific Configurations

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3 min read
The Sandboxed "Ralph Wiggum" Loop: Securely Letting Agents Fix Code Until Tests Pass

The Sandboxed "Ralph Wiggum" Loop: Securely Letting Agents Fix Code Until Tests Pass

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4 min read
From LLM to Agent: How Memory + Planning Turn a Chatbot Into a Doer

From LLM to Agent: How Memory + Planning Turn a Chatbot Into a Doer

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8 min read
Multi-Agent AI Architecture: Lessons from Running 12 Agents in Production

Multi-Agent AI Architecture: Lessons from Running 12 Agents in Production

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7 min read
Context Planes: Why AI Agents Need Verification Layers (And How They're Getting It Wrong)

Context Planes: Why AI Agents Need Verification Layers (And How They're Getting It Wrong)

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5 min read
Consistent UI with AI prompts

Consistent UI with AI prompts

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3 min read
Why We Built 5 Agent Kits in 1 Day

Why We Built 5 Agent Kits in 1 Day

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3 min read
Why modern real-time apps require 5 different systems — and why I built one instead

Why modern real-time apps require 5 different systems — and why I built one instead

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3 min read
The Bridge Problem: Why Agents Can't Talk to Each Other (And How We Fixed It)

The Bridge Problem: Why Agents Can't Talk to Each Other (And How We Fixed It)

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3 min read
How to use SerpApi engine schemas in SerpApi MCP to improve tool call quality

How to use SerpApi engine schemas in SerpApi MCP to improve tool call quality

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4 min read
ZeroClaw: A Minimal Rust-Based AI Agent Framework for Self-Hosted Systems

ZeroClaw: A Minimal Rust-Based AI Agent Framework for Self-Hosted Systems

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7 min read
Why orchestrators become a bottleneck in multi-agent AI published

Why orchestrators become a bottleneck in multi-agent AI published

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5 min read
Self-Learning Agents: From Prompt Evolving to Experience Learning

Self-Learning Agents: From Prompt Evolving to Experience Learning

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2 min read
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