Blog
Field notes from the sovereign agent.
Coding agents, local LLMs, MCP servers, BYOK, and the tools we ship every week.
The 10 Best AI Coding Agents in 2026
Cursor, Claude Code, Windsurf, Aider, Cline, AZMX AI — what they do, who they fit, what to pick.
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Claude Code vs Cursor vs AZMX AI: Which Coding Agent Wins in 2026?
A head-to-head on price, privacy, model choice, terminal integration, and approval gating.
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What is MCP? A Practical Guide to the Model Context Protocol
Why every serious agent now speaks MCP, what stdio vs HTTP transports mean, and how to wire one up.
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How to Run LLMs Locally in 2026: Ollama, LM Studio, and the Sovereign Stack
A friction-honest walkthrough for running coding-grade models offline on a laptop you already own.
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BYOK AI: Why Bring-Your-Own-Key Beats Subscription AI for Power Users
The economics, the privacy, the model freedom — and the trap most BYOK apps still fall into.
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Vibe Coding, Explained: How AI Agents Are Quietly Changing How Software Ships
From Karpathy's tweet to a real workflow — what vibe coding is, why seniors are wary, what to actually do.
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AI in the Terminal: Why the Command Line Is the Agent's True Home
Browsers are sandboxes; editors only edit. The terminal already owns the PTY, the shell, and every cloud CLI.
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The Complete Guide to AI Agent Security: Approval Gates, Deny-Lists, and Sandboxes
How to keep an autonomous agent from writing your .env to the wrong repo — design patterns that actually hold.
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AI for DevOps in 2026: kubectl, AWS, and GitHub Through One Agent
Why your existing auth — not yet another paste-in token — is the right surface for AI ops.
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Self-Hosted AI Coding Assistants: A 2026 Buyer's Guide
For regulated teams, air-gapped envs, and anyone who can't paste prod into someone else's chatbot.
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One window. The whole loop. On your machine.
Native, ~7 MB. Bring any model — or none. No account, no telemetry.