Independent reviews. No paid placements.
The AI coding tool landscape, tested honestly.
Side-by-side reviews of Cursor, Windsurf, GitHub Copilot, Cline, Aider and more — with real coding sessions, verified pricing, and verdicts you can actually use.
Aider + Ollama Local LLM Setup Guide 2026: Official Config, Model Selection, Context Fix
Step-by-step: run Aider with any local model via Ollama. Covers env var config, the 2K context truncation fix, VRAM-based model picks, and when local inference actually beats cloud APIs.
Read →Free → Paid upgrade
Stop hand-writing AI configs. Get 6 production-ready stacks.
CLAUDE.md + .cursorrules for Next.js, Python, Go, Rust, Monorepo — plus 4 subagents, slash commands, and hook recipes. $9 launch price.
Most popular
The articles developers keep reading.
- Setup Guide
Aider + Ollama Local LLM Setup Guide 2026: Official Config, Model Selection, Context Fix
Step-by-step: run Aider with any local model via Ollama. Covers env var config, the 2K context truncation fix, VRAM-based model picks, and when local inference actually beats cloud APIs.
Read → - Tutorial
How to use Claude Sonnet 4.6 inside VS Code: three setup paths compared
Three ways to get Claude Sonnet 4.6 running in VS Code in 2026 — official Claude Code extension, Cline, or Continue.dev — with real API cost breakdowns and a clear verdict on which to use.
Read → - News & Pricing
GitHub Copilot June 2026 billing change: what the AI Credits switch means for your monthly bill
GitHub Copilot dropped Premium Request Units on June 1, 2026. Here is the complete credit math for Pro, Pro+, and Max — plus when to switch to Cursor or Claude Code.
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What we cover
Four lenses on every tool we touch.
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Tool Reviews
Hands-on with Cursor, Windsurf, GitHub Copilot, Cline, Aider, Continue.dev — and whatever's launching this month.
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Side-by-Side
Cursor vs Copilot. Windsurf vs Cline. Paid vs free. Cloud vs local. Same task, different tools — verdict at the bottom.
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Setup & Workflows
Configure each tool for Python, TypeScript, Go, Rust. Local LLM integration. Custom rules that actually move the needle.
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Cost & Value
When $20/month for Cursor beats free alternatives — and when it doesn't. Cost-per-feature breakdowns, no hand-waving.
Latest posts
Freshly tested.
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GLM 5.2 as your Cursor and Cline backend in 2026: MIT-licensed open-weight coding model, the config that works, and the honest cost math
How to wire Z.ai's GLM 5.2 into Cursor, Cline, and Continue.dev — verified API pricing, the OpenAI-compatible endpoint, the Cursor base-URL gotcha, and when self-hosting actually beats the Claude API.
Read review → -
Codestral 2 as your Cursor and Cline backend in 2026: Apache 2.0, $0.30/M tokens, 256K context, and whether it beats Gemini 3.5 Flash for daily coding
How to wire Codestral 2 into Cursor, Cline, and Continue.dev — verified API pricing, the FIM autocomplete endpoint, the Continue.dev wrong-endpoint bug fix, and when it beats Gemini 3.5 Flash and DeepSeek V4-Flash.
Read review → -
AI Coding Tools on Windows AI PCs in 2026: Cursor, Claude Code, and Copilot on RTX Spark and Copilot+ Devices
Does a Copilot+ PC or NVIDIA RTX Spark run AI coding agents locally? What the 40-TOPS NPU actually does, what RTX Spark changes, and real local-model token speeds.
Read review → -
Agentjacking 2026: How a Fake Sentry Error Hijacks Cursor, Claude Code, and Cline — and the Settings That Cut Your Exposure
A fake bug report can trick your AI coding agent into running attacker code. How agentjacking works through Sentry's MCP server, and the settings that reduce your risk.
Read review →