April 16, 2026
Hosted LLM APIs are great until the vendor changes the rules. Here is why I run inference locally with Ollama, what it costs, and what you gain when the data never leaves your machine.
Hosted LLM APIs are great until the vendor changes the rules. Here is why I run inference locally with Ollama, what it costs, and what you gain when the data never leaves your machine.
Prompt engineering gets you 60% of the way. Skill frameworks get you the rest. Here is how 21 structured behavioral guardrails turned inconsistent AI agents into reliable engineering teammates.
The role of software engineer is quietly being rewritten. When AI agents do the mechanical work, your job becomes orchestration, judgment, and design.
How I built a plugin-based research platform that gives AI agents access to market data, SEC filings, macroeconomic indicators, and curated news feeds.
What happens when you give AI agents an org chart, budget limits, and git worktrees? Lessons from building an autonomous agent orchestration platform.
How MCP-powered screenshot tools turned visual verification from an afterthought into the core of our AI-assisted development workflow.
A step-by-step guide to installing and managing PostgreSQL on macOS using Homebrew.