Tag: coding

20 articles

· ai / claude

Claude Sonnet 4 for developers — what changed from Claude 3

Sonnet 4 is a reliability upgrade for agentic work, not a raw benchmark jump. What changed in the API, where reward hacking dropped 69%, and whether to upgrade now.

· ai / coding

Cursor vs Zed 2026: which AI editor wins on agentic tasks?

Cursor leads on agentic tasks: worktree isolation on by default, 4 frontier providers. Zed leads on local inference, startup speed, and price.

· ai / ide

Windsurf review 2026: Cascade, Codemaps, Devin Desktop

Windsurf's Cascade outpaces Cursor on agentic edits; Codemaps has no equal. Worth $20/mo Pro if multi-file agent work is daily — not if completions dominate.

· ai / coding

Gemini CLI review 2026: the honest verdict before it shuts down

Gemini CLI offered the largest context window in its class and the only meaningful free tier for terminal AI coding. Google killed it on June 18, 2026. Here is what it delivered and where to go next.

· ai / coding

OpenAI Codex CLI review: autonomous terminal coding (2026)

Codex CLI earns its place for OpenAI shops that need a terminal agent with serious safety controls. The recovery story when things go wrong is the weak link.

· ai / coding

OpenAI Codex CLI vs Claude Code: which wins in 2026?

Claude Code wins on IDE coverage, MCP ecosystem, and git integration. Codex CLI wins on sandboxing and OpenAI-ecosystem fit. Pick based on your constraints.

· ai / coding

Claude Code vs Devin: autonomous AI coding agents in 2026

Claude Code is an interactive terminal partner; Devin is an async task-delegation machine. Pick based on how you work, not benchmark scores.

· ai / coding

Cursor vs Windsurf — AI code editor showdown, 2026

Windsurf wins on unlimited autocomplete and autonomous multi-file editing. Cursor wins on control, governance, and remote dev. Here is when to pick each.

· ai / coding

Sourcegraph Cody vs GitHub Copilot: Enterprise AI Coding 2026

Cody Enterprise wins on multi-repo context and model flexibility. Copilot wins on price, ecosystem lock-in, and individual dev access. The right pick depends on your codebase topology.

· ai / coding

Amazon Q Developer vs Gemini Code Assist Compared 2026

Amazon Q wins for AWS and compliance; Gemini Code Assist wins on context window and benchmarks. Both are mid-transition — check the EOL timeline.

· cursor / rules

Cursor rules: Four modes and the .cursorrules trap

.cursorrules silently fails in Agent mode — 0/9 compliance. The four rule modes that work, five silent anti-patterns, and six annotated real-world templates.

· ai / coding

Aider vs Claude Code: terminal AI pair programmers (2026)

Aider wins on model flexibility and budget control; Claude Code wins on agentic autonomy and MCP tooling. Both can coexist in a serious dev setup.

· ai / coding

Kiro vs GitHub Copilot 2026 — After Amazon Q Developer

Copilot wins for most devs — cheaper and broader IDE coverage. Kiro is worth $10 more only for AWS-heavy TypeScript in VS Code. Amazon Q Developer is gone.

· ai / coding

GitHub Copilot Workspace 2026 — Honest Team Review

Copilot Agent leads on SWE-bench and IDE coverage. Cursor leads on per-task accuracy. Here is which one to pick and why the answer depends on your team setup.

· cursor / ai

Cursor Rules Explained: Formats, Modes, and What to Avoid

Cursor rules bake your project conventions into the AI. Covers both file formats, all four activation modes, and the silent mistakes that break them.

· ai / coding

Replit Agent vs Devin: autonomous AI coders compared (2026)

Devin wins on existing repos and PR automation. Replit Agent wins on greenfield prototyping in its cloud IDE. Neither handles complex multi-file refactors.

· ai / coding

Windsurf Wave 9 review: SWE-1 lands, autocomplete still lags

Wave 9 earns the upgrade — free users get SWE-1-lite free, Pro users get SWE-1 at no cost. Switch from Cursor only for JetBrains or enterprise compliance.

· claude / ai-tools

Claude Sonnet 4.6 for Coding — Is It Worth the Upgrade?

Sonnet 4.6 costs the same as 4.5, runs 28% cheaper than Sonnet 3.7, and extends context to 1M tokens. Here is who should upgrade and who should wait.

· claude / haiku

Claude Haiku 4.5 for Coding — Benchmark and Cost Guide

At $1/1M tokens and 93 t/s, Haiku 4.5 is the right model for bounded coding — 73.3% SWE-bench Verified, 55% win rate on PR reviews. Here is the task split.

· claude / ai-tools

Claude Opus 4.7 for Coding — When the Big Model Wins

Opus 4.7 leads SWE-bench Verified at 87.6% and scores 70% on CursorBench vs. 58% for Opus 4.6. It costs ~2× Sonnet 4.6 after the tokenizer uplift. Here is exactly when it is worth it.