Blog

A claw that props your laptop lid open solves the wrong problem. Put your agents on a headless Mac mini and reach them from your phone with tmux and Tailscale.

Usage-based AI pricing breaks fixed-cost tool budgeting. Measure agent spend against the business feature you shipped, not the seat, the token, or the PR.

AI labs are shifting budget from frontier model tiers to enterprise products and expertise. That pivot is the best thing to happen to model portability.

Twelve managed-agent platforms, one architecture. Why the race to run agents in production already has a blueprint, and how to bet on the shape, not the vendor.

Managed agents are the 2026 story. What they are, why they differ from CLIs like Claude Code and Codex, and a code-first POC built on Anthropic's platform.

Marketplace plugins ship five portable primitives — commands, skills, sub-agents, hooks, MCPs — that let you build business AI workflows across vendors.

Stop betting on AI vendors. Invest in three vendor-agnostic layers — tools, prompt workflows, and evaluation frameworks — that survive every model swap.

Engineering leaders lose credibility defending AI tooling with vendor ROI numbers. The honest quarterly readout names the gap and pitches the work to close it.

Engineering leaders blame stalled AI adoption on training or culture. The real bottleneck is evaluation discipline, the platform feature most rollouts skip.

The honest Claude Code, Codex, and Cursor comparison — and why your AI platform strategy matters far more than which coding agent you pick this quarter.

Stop drowning in task management. Learn how AI agents can automatically scope your work, research approaches, and maintain a stress-free pipeline.

Stop rebuilding AI tools for every platform. Build a portable CLI toolkit with centralized config that works with Claude Code, Cursor, or any agent.

Tired of creepy always-listening devices? Build your own private voice assistant with local wake words, any LLM, and custom Python tools on a Mac Mini.

Use Gemini's overlooked image detection features to find objects, extract precise bounding box coordinates, and build truly context-aware AI applications.

Build automated content pipelines using Claude Code skills and OpenAI APIs. Generate character images, convert to Discord emojis, and animate with Sora.

From reasoning models to agentic CLIs, 2025 transformed how we work with AI. The timeline of our shift from model-centric to agent-centric development.