Tag: ai

32 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 / no-code

Bolt.new vs Lovable — AI full-stack app builders compared (2026)

Lovable has the mature backend; Bolt has faster iteration and a far more generous free tier. Which you want depends on whether you can read a stack trace.

· 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.

· project-management / linear

Linear vs Height in 2026: Height is gone, here's where that leaves you

Height shut down September 2025. Linear survived and is betting on AI. Here is what developer teams actually need to know before picking a project management tool in 2026.

· playwright / stagehand

Playwright vs Stagehand: Which to Use for Browser Automation

Playwright wins for stable UIs — Stagehand earns its cost when selectors rot on third-party pages, AI-generated layouts, or fast-changing components.

· ai / ui-generation

v0.dev in 2026 — six months of building with AI-generated UI

v0 generates the best-looking React UI of any AI tool, but it locks you into Vercel and Next.js, burns credits fast, and still hands backend wiring back to you.

· 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 / comparison

OpenAI Canvas vs Claude Artifacts: 2026 comparison

Artifacts wins for developer tooling; Canvas wins for writing. Canvas's removal from GPT-5.5 in May 2026 makes Claude Pro the better long-term bet.

· 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 / mcp

How to Build MCP Tools That Work Inside Cursor

Step-by-step guide to building a custom MCP server in TypeScript and wiring it into Cursor Pro. Covers tool registration, restart quirks, and the five gotchas that waste an afternoon.

· 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.

· mcp / claude-code

How to build and use MCP servers with Claude Code (2026)

MCP is the fastest way to give Claude Code project-specific context without pasting files every session. Here is a working recipe from scaffold to running tool.

· 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.

· editors / zed

Zed AI in 2026 — how the built-in LLM features stack up

Zed AI is fast and private but lacks codebase indexing — behind Cursor on unfamiliar repos. Worth it if editor speed and BYOK matter more than semantic search.

· ai / copilot

Supermaven vs GitHub Copilot: Speed vs Breadth of Context

Supermaven shut down in 2025, but its speed lives on in Cursor Tab. Choose Cursor for completion speed, or Copilot for IDE breadth and agentic features.

· ai / coding-assistants

Tabnine vs GitHub Copilot — on-premise AI vs cloud completions

Copilot wins on quality and price for teams with no data restrictions. Tabnine earns its spot only if your code cannot leave your infrastructure — and that trade is more expensive than most teams expect.

· prompt-engineering / llm

Best prompt engineering tools for LLM apps in 2026

PromptLayer for PM-owned prompts, LangSmith for LangChain stacks, Braintrust for eval-first teams. Persona-grouped breakdown of 8 LLM tools, 2026.

· postgres / pgvector

How to Set Up Vector Search with pgvector in Postgres

Add semantic search to Postgres with pgvector v0.8.2 — install the extension, create a vector column, generate OpenAI embeddings, and build an HNSW index.

· editors / zed

Zed in 2026: Has the Editor Finally Matured?

Zed 1.0 shipped with SSH remoting, a native git panel, a debugger, and first-class AI agents. The extension gap (800 vs 50,000) is still the honest reason most developers won't switch from VS Code today.

· raycast / alfred

Raycast in 2026 — is it eating Spotlight + Alfred?

Raycast wins for Mac developers in 2026 — bigger ecosystem, AI default, and faster on M2. Alfred leads on file search and cost. Verdict for four user profiles.

· terminals / ghostty

Ghostty vs Warp 2026: Minimalist vs Feature-Loaded Terminals

Ghostty is faster and lighter with zero lock-in; Warp layers AI agent mode, block-based output, and Windows support on top. Pick Ghostty if you want a terminal. Pick Warp if you want a terminal that thinks with you.