GPT-6 In 7 Minutes
23 articles
DeepSeek V4 Flash pricing split into peak and off-peak rates in August 2026, while third-party hosts kept serving the old flat rates or undercut them further. Here is every way to access DeepSeek's fast MoE coding model, from the cheapest verified hosted routes on OpenRouter and DeepInfra to the official first-party tiers, local weights, and which path makes sense for your workload.
OpenCode dropped Ox Alpha as a free stealth model on August 20, 2026: 1M context, multimodal, near-unlimited for about a week. Here is what is confirmed, where OpenCode and OpenRouter disagree on retention, and how to run it today.
GLM-5.3 launched on August 14, 2026 with open weights promised in about two weeks - so the access picture is narrower than GLM-5.2's, but the free and cheap routes are already live. Here is every way to run Z.ai's newest coding model today: OpenCode Go referral credits, the GLM Coding Plan (5.3 included at no extra cost), and what to expect once the weights and third-party hosts land.
A fair comparison of running Claude Code, OpenAI's Codex CLI, Gemini CLI, and opencode in non-interactive CI pipelines: invocation flags, sandboxing, auth, and output formats.
Vendor claims of 10x productivity are not verified by real data. Here is the framework enterprises use to measure actual returns from Claude Code, Cursor, Copilot, and agentic coding workflows - with benchmarks, cost models, and the metrics that matter.
A companion guide to the Nimbalyst video: an open-source visual workspace that runs Codex and Claude Code from your existing subscriptions, with a Kanban board, a planning workflow, and AI commits. Here is what it does and where it fits.
A companion guide to the Codex Record & Replay video: OpenAI Codex can now record a recurring computer task and replay it as a reusable automation skill. Here is what the feature is and where it fits.
Cursor shipped Composer 2.5 in May 2026 - a 1T parameter agentic coding model that matches Opus 4.7 and GPT-5.5 on benchmarks at roughly one tenth the cost. Here is everything you need to know to use it effectively.
A companion guide to the OpenAI Codex video: a tour of the Codex desktop app, its plan and goal modes, plugins, multi-agent workflows, and UI annotation. Here is what the video shows and where to go deeper.
Oak is an early bet that AI coding agents need version control shaped around sessions, virtual workspaces, and token budgets. The idea is risky, but the pressure on Git workflows is real.
GLM-5.2 ships under an MIT license, so it is hosted everywhere - and a few places run it for free or nearly free right now. Here is every way to access Z.ai's open-weights coding model, from OpenCode Go referral credits and Devin to the cheapest per-token routes on OpenRouter, Fireworks, and DeepInfra, plus local Ollama.
No single model wins every task anymore, and the companies that never trained one - Factory, Devin, Perplexity, Cursor, OpenCode - are turning that into a moat. This is how model routing works, why open weights and neoclouds make it cheap, and the honest counter-argument.
JetBrains released Mellum2 on June 2, 2026 - a 12B MoE model with only 2.5B active parameters per token. Here is how to run it locally, when to use it, and where it fits in your AI coding stack.
Showing 12 of 22 articles
New tutorials, open-source projects, and deep dives on coding agents - delivered weekly.
Explore 921 topics
Browse All Topics