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This is where I think out loud. 54 pieces on distributed systems, infrastructure, developer tooling, and what happens when engineers build alongside AI — written as I work through the problem, revised when I turn out to be wrong, and kept here permanently.
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AI & Agents Oct 2026
Coding Wars 3.0: Opus 5.5 Changed My Default
Seven models, one real repository bug. All passed the hidden test; Opus 5.5 was fastest at 46 seconds and became my routine-work default. GPT-6.1 Sol stays the cheap batch pick at about $0.09.
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54 articles, newest first
- AI & Agents How My Markdown Vault Became a Company Brain Aug 2026
- Engineering Use OneNote and Microsoft 365 Copilot as a Company Brain Aug 2026
- AI & Agents Start Your Company Brain in a GitHub Repository Aug 2026
- AI & Agents When Your Company Brain Outgrows a Folder Aug 2026
- AI & Agents Stop Calling AI Subscriptions Subsidized Aug 2026
- AI & Agents The Best AI Coding Harness You’ve (Probably) Never Heard Of Jul 2026
- Engineering Building AI Agent Skills That Hold Up in Production Jun 2026
- Engineering AI Code Quality: Bad Code Is an AI Tax May 2026
- Engineering What Is an AI Agent Harness? May 2026
- AI & Agents Managing in the AI Era Is Harder Than It Looks Apr 2026
- AI & Agents Kimi K2.6 vs GLM-5.1 vs Claude Opus 4.7 on Real Coding Work Apr 2026
- AI & Agents Taste Is a Moat Apr 2026
- Engineering Is the DOE Framework Still Relevant in the Age of Claude Skills? Apr 2026
- AI & Agents How to Know If Your Business Is Ready for AI Apr 2026
- AI & Agents Lessons Learned in 2026 Apr 2026
- AI & Agents LLM Gateway Architecture: When You Need One and How to Get Started Apr 2026
- AI & Agents The ROI Math on AI Automation for Service Businesses: When It Works, When It Doesn't Apr 2026
- AI & Agents Intentional AI Integration: How to Adopt AI Coding Tools Without Wrecking Your Codebase Apr 2026
- Engineering What Automation Costs (and Saves) a Small Business Mar 2026
- AI & Agents The Claude Code Productivity Paradox Mar 2026
- Engineering The No-Code Automation Stack for Non-Technical Founders Mar 2026
- Engineering 3 Automations I Built That Run Without Me Mar 2026
- AI & Agents I Gave My AI Agent Full Control of the Content Pipeline. Here's What Happened. Mar 2026
- AI & Agents How I Use AI Agents Every Day Feb 2026
- AI & Agents AI Code Review: Where to Put the Bot in Your PR Flow Feb 2026
- Engineering How I Automated My SaaS Signup Flow in a Weekend Feb 2026
- AI & Agents Context Engineering for AI Coding Tools: Why Your Codebase Structure Matters More Than Your Prompts Feb 2026
- AI & Agents The AI Coding Model Wars: How Open Source Is Closing the Gap on Proprietary Coding Models Feb 2026
- AI & Agents From Vibe Coding to Agentic Engineering: What Changed and What It Means Feb 2026
- Engineering 5 Automations Every Service Business Should Have by 2026 Feb 2026
- AI & Agents Context Engineering: Why AI Coding Tools Fail Without It Feb 2026
- AI & Agents AI Model Selection: Choosing the Right Model and Application Pattern Feb 2026
- AI & Agents Enterprise Best Practices for AI-Assisted Software Engineering Teams Feb 2026
- Engineering We're All Managers Now: How AI Changed the Work in 2026 Jan 2026
- Engineering Design Patterns I Still Reach For Jan 2026
- Engineering How to Integrate With (Nearly) Any CRM: A Beginner No Code Guide Jan 2026
- AI & Agents Structured Outputs in LLMs: Reliable Data for Real Pipelines Jan 2026
- AI & Agents CLI Agents for Self-Hosting: Terminal AI That Boosts Productivity Jan 2026
- Architecture System Design Lessons from Real Applications Jan 2026
- AI & Agents AI Coding Assistants: Where They Stop Helping Jan 2026
- Engineering Understanding BGP Anomalies for Engineers and Architects Jan 2026
- Engineering Lessons Learned in 2025 Dec 2025
- Cloud & DevOps AWS Lambda Practices: Messaging & Compute Best Practices Dec 2025
- Engineering Postgres SQL Optimization with DBeaver Dec 2025
- Engineering JPA/Hibernate Without the Surprises Nov 2025
- Architecture When to Pull Microservices Back Together Nov 2025
- Cloud & DevOps Terraform and IaC: Practical Guide for Tech Teams Nov 2025
- AI & Agents MCP: What It Is and Where It Fits Nov 2025
- AI & Agents n8n: Automation Patterns Nov 2025
- AI & Agents Prompt Engineering Tips Oct 2025
- Architecture Architecture as Code: Keep Your Diagrams in the Repo Oct 2025
- AI & Agents AI-Assisted Coding in 2025 Oct 2025
- Engineering No-code development in enterprise software Oct 2025
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