Tag: ai-tools
31 articles
· ai-tools / llm
Context engineering in 2026 — six patterns that work
Context engineering decides what your model sees at inference. Six patterns with code: ordering, caching, compaction, sub-agent isolation, and more.
· mcp / model-context-protocol
Best MCP servers for developers in 2026: a practical guide
The best MCP servers in 2026 are all third-party: GitHub, Playwright, Stripe, Supabase, and Neon. Anthropic archived their reference servers in May 2025.
· ai-tools / vercel-ai-sdk
How to use the Vercel AI SDK — streaming, tools, and agents
AI SDK 6 gives you a single API across 20+ providers, typed streaming, and a ToolLoopAgent class for multi-step agentic loops. Here is how to use it.
· ai-tools / code-review
AI code review tools 2026: 7 tools tested on real bugs
CodeRabbit leads by F1 score (51.2%, Martian). Qodo Merge is top for self-hosted. Snyk Code wins on security. What each tool actually catches — and misses.
· ai-tools / cursor
How to choose an AI coding tool in 2026: practical framework
Four dimensions decide: agent autonomy, IDE lock-in, privacy/self-host, and pricing. Work through them in order and you get a clear answer in under ten minutes.
· ai-tools / cline
Cline vs Cursor — Which AI Coding Tool Should You Pick?
Cursor for turnkey IDE with automatic indexing and parallel agents; Cline for model freedom and VS Code continuity. Pick based on your setup tolerance.
· ai-tools / cline
Continue.dev vs Cline 2026: Which Is Right for You?
Cline launched 14 months after Continue but already has 2× the stars. They solve different problems — here is when to use each, plus the case for running both.
· ai-tools / app-builder
Lovable vs Bolt.new — which AI app builder to pick?
Developers: pick Bolt.new for its in-browser runtime and generous free tier. Founders: pick Lovable for managed Supabase backend. Here is how to choose.
· lovable / ai-tools
Lovable in 2026 — AI full-stack builder review
The best AI full-stack builder for non-technical founders in 2026. $400M ARR, genuine Supabase integration, and real feature shipping — with an honest look at the credit math and complexity ceiling.
· ai-tools / v0
v0 vs Cursor: UI scaffolder vs production IDE (2026)
v0 and Cursor solve different problems. v0 turns a prompt into a Next.js UI in minutes; Cursor understands your entire codebase. The 2026 workflow: use both.
· ai-tools / llm
Prompt caching in 2026 — Anthropic, OpenAI, and Gemini compared
Prompt caching cuts costs 90%. Anthropic requires explicit markers, OpenAI caches automatically, Gemini bills hourly. Here is which one fits your workload.
· ai-tools / comparison
Gemini CLI vs Claude Code: Which AI Agent Wins? (2026)
Claude Code wins for most devs in 2026: better IDE integration, verified benchmarks, and stable pricing. Gemini CLI loses free access on June 18, 2026.
· 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.
· ai-tools / void-editor
Void Editor — open-source Cursor alternative reviewed
Void proved privacy-first AI coding was possible: direct-to-provider routing, local models, open-source. Then it shut down June 2026. Here's what it got right.
· ai-tools / cursor
Cursor vs GitHub Copilot in 2026: The Honest Comparison
Copilot leads on SWE-bench accuracy (56% vs 51.7%), but Cursor solves tasks 30% faster with background agents and video proof. Your editor is the real decider.
· terminal / ai-tools
Warp 2026 review — does the AI terminal actually pay off?
BYOK on the free tier kills the pricing objection. The AGPL pivot helps trust. But the cold-start gap vs Ghostty is real, and tmux users stop here.
· terminal / ai-tools
Warp's AI features — useful or a gimmick?
Two features are worth keeping. The rest you should disable. Best use case: Warp as a host terminal for Claude Code or Codex, not as your AI layer.
· claude-code / monorepo
How to set up Claude Code for a monorepo
A hands-on guide to CLAUDE.md hierarchy, per-package scoping, --add-dir, parallel sessions with worktrees, and the gotchas that will bite you first. Verified on Claude Code v2.1.141, May 2026.
· claude-code / mcp
GitNexus Review: MCP Code-Graph Intelligence for Claude Code
GitNexus is the strongest code-graph tool for Claude Code: 16 MCP tools, symbol-level queries, no server. PolyForm NC blocks all commercial use.
· ai-tools / multica
Multica in 2026: Running a 16-Agent Team on a €4.49/mo Server
Multica v0.3.1 runs 16-agent pipelines on a €4.49/mo self-hosted server. The multi-agent chain works. Still missing: webhook triggers on autopilots.
· editors / zed
Zed vs VS Code 2026: Hands-On Review — Should You Switch?
Zed 1.2.6: fast, AI-native, ~1,000 extensions. Remote Dev Containers unsupported. Switch if solo Mac/Linux dev with a short extension list; stay otherwise.
· 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.
· ai-tools / codex
Codex CLI in 2026: OpenAI's Terminal Play, Reviewed
Codex CLI leads Claude Code by 13 points on Terminal-Bench 2.0 and burns 4× fewer tokens. Trails by 5.7 points on SWE-bench Pro. Here is who should use it.
· claude-code / hooks
Claude Code Hooks: The Power-User Playbook
Hooks let you attach shell commands to 29 Claude Code lifecycle events — auto-format on save, block commits when tests fail, ping Slack when a long run ends. Five working recipes and the gotchas to know before you ship them.
· ai-tools / claude-code
Best AI Coding CLI in 2026: Six Tools Ranked
Claude Code leads on benchmark accuracy (87.6% SWE-bench Verified). Gemini CLI is the best free entry point at 1,000 req/day. Here is what to run and when.
· ai-tools / claude-code
Claude Code in 2026: Honest Review After Six Months
Claude Code leads on model accuracy at $20/mo, but usage limits bite and the April 2026 regression is a trust story to read before committing to Max.
· ai-tools / cursor
Cursor in 2026 — What It Does Well and What It Still Misses
Cursor is the right IDE-native AI tool in 2026: Tab autocomplete leads, VS Code carries over. Real caveats: context ~50K and defaults need swapping.
· ai-tools / windsurf
Windsurf vs Cursor — Which AI IDE Should You Pick in 2026?
Windsurf for compliance and multi-IDE reach; Cursor for VS Code control. Same $20 price, opposite philosophies — pick the right AI IDE in 2026.
· ai-tools / claude-code
Claude Code vs Codex 2026: Terminal AI Agents Compared
Claude Code wins on code quality (~79.6% SWE-bench Verified) and context window (1M tokens). Codex CLI wins on token efficiency (4×), terminal tasks, and async delegation. Both cost $20/month to start.
· ai-tools / cursor
Cursor vs Claude Code 2026: Which Should You Use?
Claude Code leads on accuracy (79.3% SWE-bench vs 51.7%) and token efficiency. Cursor wins if you need IDE autocomplete and VS Code. Both start at $20/month.