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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Mistral Large 4 as a Cursor and Cline Backend: $0.68/M Preview Pricing, 1M Context, and Where It Loses to Haiku 5.5
Mistral Large 4 verified pricing ($0.68/$2.09 launch, $1.36/$4.18 standard), Cline and Cursor BYOK setup, coding benchmarks vs Claude Haiku 5.5 and Sonnet 5.5.
Read review → -
Claude Haiku 5.5 for Cursor, Cline, and Claude Code: $0.10/M Input, the 100K Pricing Cliff, and When the Cheap Model Is Enough
Claude Haiku 5.5 verified pricing ($0.10/$0.50 per MTok under 100K tokens), the 100K-token cliff, Cursor and Claude Code setup, and when cheap is enough.
Read review → -
Claude Code Agent Skills in 2026: SKILL.md Explained, Anthropic's Official Skills Repo, and When Skills Beat CLAUDE.md
How Claude Code Agent Skills work as of v2.1.295: the SKILL.md format, installing Anthropic's 180k-star skills repo, real context costs, and skills vs CLAUDE.md.
Read review → -
Pi Pod Review 2026: Run Your Coding Agent in Sandboxes on a Server You Own
Pi Pod runs pi coding-agent sessions in isolated sandboxes on your own Linux server. Setup, security model, AGPL catch, and cost vs cloud agents, verified Oct 8, 2026.
Read review →