Comparisons and guides for AI coding assistants, LLM APIs, and developer-facing AI products.
18 articles
Docker Sandboxes, E2B, and Cloudflare Sandbox SDK get compared as interchangeable hosted APIs, but one runs on your laptop and two run in the cloud. Here's how to pick by the shape of your problem, with a real worked pricing example.
A hands-on guide to running GLM-5.2 locally with Unsloth Dynamic GGUFs and llama.cpp, including memory requirements, quant selection, and the full launch command.
A developer-facing comparison of Claude's computer_use tool, Gemini 3.5 Flash's computer_use tool, and GPT-5.5's computer tool, covering pricing, actions, code shape, and benchmark scores.
How Enterprise-Managed Authorization (EMA) and the ID-JAG token chain let headless AI agents access MCP servers without a browser redirect or per-server consent screen.
Set up Claude Code persistent memory safely with built-in memory, the third-party Recall plugin, and the separate Recall web-app MCP path.
A direct comparison of Kimi K2.7 Code and GLM-5.2 for coding tasks, covering benchmarks, API constraints, context windows, pricing, and when to choose each.
Two HN threads with 2,600 combined points agree — local models are good now. Here's what that actually means for your coding workflow and when cloud APIs still win.
An AI agent ran up a $6,531 AWS bill in 24 hours while scanning a hobbyist network. Here are five controls to add before you deploy an agent.
Three Chinese open-source coding tools released in 2026 — a model, an agent harness, and a general-purpose model — each targeting a different part of the agentic coding stack.
Ponytail is an agent-portable skill that turns any AI coding agent into a lazy senior developer — 80-94% less code, 47-77% less cost, 3-6x faster.
Three ways to generate production-ready Lottie animations with Claude Code: the diffusionstudio skill, the Lottie Creator MCP, and the 21st SDK agent pattern.
Use your most capable model to audit and plan, then hand the work to a cheaper executor. A practical guide to the planner-executor pattern using shadcn/improve.
The genuine receipts behind the hype — what Claude Fable 5 actually did that convinced skeptics, switched users from GPT-5.5, and made developers call it a generational leap.
The model is remarkable. The business decisions around it are legitimately alarming — silent nerfing, over-aggressive classifiers, a 13-day free window, and a data retention clause worth reading.
A practical developer rundown of WWDC26's AI announcements — Foundation Models framework, Core AI, Apple Intelligence updates, and what they mean for iOS, macOS, and watchOS apps.
OpenRouter adds a 5.5% fee on top of direct Anthropic, OpenAI, and Google API pricing. Here's what you get for it, and when you're better off without it.
A hands-on comparison of Claude Code, GitHub Copilot, and Cursor — covering interface, agentic autonomy, pricing, and which to choose in 2026.
A skeptical, reproducible test of Headroom, the context-compression wrapper for AI coding agents. We ran Codex 12 times across two task sizes to see if it really cuts tokens.
