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From REPL to Swarm: Scaling AI-Assisted Development for Teams

From REPL to Swarm: Scaling AI-Assisted Development for Teams

Comments 1
5 min read
SQLite + Vector Search: The Dependency-Free AI Memory Stack

SQLite + Vector Search: The Dependency-Free AI Memory Stack

Comments 1
5 min read
Beyond Logs: Reconstructing AI Agent Memory with Event Sourcing

Beyond Logs: Reconstructing AI Agent Memory with Event Sourcing

Comments 1
5 min read
Your LLM gateway is throwing away the data that would improve your prompts

Your LLM gateway is throwing away the data that would improve your prompts

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Comments 1
4 min read
Your Commit History Is a Routing Header

Your Commit History Is a Routing Header

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6 min read
Beyond the Cloud: Why Your 2026 Development Stack Needs a Local-First AI Foundation

Beyond the Cloud: Why Your 2026 Development Stack Needs a Local-First AI Foundation

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5 min read
Building the Ultimate Offline AI Development Stack: LM Studio, Ollama, and TormentNexus

Building the Ultimate Offline AI Development Stack: LM Studio, Ollama, and TormentNexus

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5 min read
Stop Hooks as Hard Constraints: Enforcing Claude Code Behavior Outside the Model

Stop Hooks as Hard Constraints: Enforcing Claude Code Behavior Outside the Model

Comments 6
6 min read
Beyond the Hype: How TormentNexus Masters the Go + TypeScript Monolith for Unyielding AI Backend Performance

Beyond the Hype: How TormentNexus Masters the Go + TypeScript Monolith for Unyielding AI Backend Performance

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5 min read
Beyond CI/CD: GitOps for AI Agents - How to Version Control Your Agent's Memory and Roll Back Catastrophic Learning

Beyond CI/CD: GitOps for AI Agents - How to Version Control Your Agent's Memory and Roll Back Catastrophic Learning

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6 min read
My RAG evaluation pipeline returned nan — here's what that taught me about Groq, RAGAS, and production LLM systems

My RAG evaluation pipeline returned nan — here's what that taught me about Groq, RAGAS, and production LLM systems

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Comments 1
7 min read
AI Agent 技术全景:从原理到实战

AI Agent 技术全景:从原理到实战

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1 min read
Rate Limiting and Backpressure for Enterprise AI APIs: The Part Nobody Designs Until It Breaks

Rate Limiting and Backpressure for Enterprise AI APIs: The Part Nobody Designs Until It Breaks

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3 min read
Debate-Driven Development: Why AI Agents That Argue Over Your Code Catch 30% More Bugs

Debate-Driven Development: Why AI Agents That Argue Over Your Code Catch 30% More Bugs

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4 min read
Amazon Bedrock Deployment Guide: From Environment Setup to Production Operations

Amazon Bedrock Deployment Guide: From Environment Setup to Production Operations

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4 min read
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