Ship software with AI, whether or not you write code.
Setups, guides and tool verdicts for shipping with AI: Claude Code, Codex and Cursor, vibe-coding and app builders, automation, MCP servers and just enough infra on Vercel, Cloudflare and Supabase. Priced and tested on the stack behind my own live products.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Best Antivirus for Small Business in 2026: Bitdefender, Microsoft Defender, ESET, Sophos, CrowdStrike and Malwarebytes
Compare Bitdefender, Microsoft Defender, ESET, Sophos, CrowdStrike and Malwarebytes by device coverage, setup and who handles security alerts.Nov 8, 2026Build
Paperclip AI
Paperclip AI review: official setup, supported runtimes, governance limits and who should give this agent control plane a weekend.Nov 7, 2026Build
What Is Supabase? The Backend Behind Your AI-Built App
Understand Supabase, its Postgres database and backend services, how AI builders connect, and what you control before depending on it.
Nov 7, 2026Build
Best AI Code Editor in 2026: Cursor, Windsurf, Zed, VS Code, Kiro and JetBrains AI
Compare Cursor, Windsurf, Zed, VS Code with Copilot, Kiro and JetBrains AI by agent modes, model access, privacy and team controls.Nov 6, 2026Build
Activepieces
Activepieces reviewed for operators leaving Zapier or Make: editions, pieces, Agents, MCP, self-hosting and a documented Sheets-to-Slack workflow.Nov 6, 2026Build
Technical Writing Software in 2026: Mintlify, GitBook, Paligo, MadCap Flare, Document360 and Archbee
Compare Mintlify, GitBook, Paligo, MadCap Flare, Document360 and Archbee for product docs: AI, versions, localization, API support and workflow fit.Nov 6, 2026Build
Replicate AI
Replicate AI reviewed for builders: how the API works, custom model deployment, Cloudflare ownership, and the limits that affect production.Nov 5, 2026Build
GitHub Alternatives 2026: GitLab, Bitbucket, Gitea, Codeberg, Azure DevOps, SourceHut and AWS CodeCommit
Compare managed and self-hosted GitHub alternatives, with verified AI policies, CI/CD, migration paths and the tradeoffs that decide a move.Nov 5, 2026Build
Assembly AI
AssemblyAI reviewed for developers: choose recorded or live models, understand speaker labels, and turn transcripts into useful meeting notes.Nov 5, 2026Build
GitHub Pricing: Plans, Add-Ons and Team Costs
GitHub Free, Team and Enterprise prices, Actions, Codespaces and security charges, plus worked monthly bills for 5-person and 25-person teams.Nov 5, 2026BuildThe other lanes.Pick the one you came for.
321 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.129 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.247 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.9 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced52 piecesExplained
What shipped, explained: every real release, decoded for the people who use it0 piecesLab
The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run84–107 / 351
Claude Dangerously Skip Permissions
What Claude Code permission bypass removes, which safeguards remain, and the safer settings or isolated devcontainer to use instead.Oct 18, 2026Build
Cursor vs VSCode 2026: Should You Switch Editors?
Cursor or VS Code? Compare agents, Tab, extensions, privacy and current plans, then decide whether the editor switch earns its disruption.Oct 18, 2026Build
n8n Review
n8n suits technical operators who need custom logic and deployment control. See where Cloud, self-hosting, AI agents and team governance hit limits.Oct 18, 2026Build
Railway vs Render in 2026
Choose Railway or Render for your app, API, worker, and Postgres. Compare live platform limits and one matched workload, verified in 2026.Oct 18, 2026Build
Pydantic AI: Typed Python Agents for Production
What Pydantic AI gives Python builders: typed tools, validated outputs, provider choice and clear rules for choosing an agent framework.Oct 17, 2026Build
AI Guardrails: Checks, Tools, and a Minimal Starting Set
AI guardrails explained through one customer request, with a documented tool comparison, permission boundaries, and a small-team starting set.Oct 17, 2026Build
LLM Hallucination: Causes, Examples, and How to Reduce It
Why LLMs invent facts, numbers, citations, and tool arguments, plus the grounding, checks, and evals that catch errors before customers see them.Oct 17, 2026Build
System Prompt: What It Is, Examples and a Template
Learn what a system prompt does, how Anthropic, OpenAI and Gemini name it, and what belongs in it. Includes examples and a copyable template.Oct 17, 2026Build
Function Calling Explained: How LLMs Use Your Tools
Learn function calling with a complete tool schema, call and result. Compare OpenAI, Anthropic and Gemini, and know when structured outputs are enough.Oct 17, 2026Build
MCP vs API: When to Ship One or Both
MCP vs API: compare discovery, auth, versioning and deployment, follow the same action through both, and decide what your product should ship.Oct 17, 2026Build
Hermes Agent Review
Should you install Hermes Agent for business work? A practical review of memory, skills, models, setup and the limits that matter.Oct 17, 2026Build
Ollama vs llama.cpp
Choose Ollama for easier model operations or llama.cpp for direct serving control. Compare GGUF, APIs, concurrency and GPU support.Oct 16, 2026Build
Devin Desktop
Devin Desktop reviewed: Agent Command Center, Spaces, Devin Local, Windsurf migration, current plans, and when to choose Cursor or Claude Code.Oct 16, 2026Build
Context Window: Token Limits, Recall and What Fits
What a context window holds, current Claude, GPT-6 and Gemini limits, and how retrieval, summaries and caching help you manage long prompts.Oct 16, 2026Build
RAG vs Fine Tuning: Company Knowledge and Behavior
Choose retrieval for company facts and fine-tuning for behavior, with three business cases, maker prices, and the effect of long context and caching.Oct 16, 2026Build
Aider AI Review
Aider reviewed for developers: Git edits, repository maps, model setup, API task arithmetic, and when Claude Code, Codex or Cursor is the better fit.Oct 16, 2026Build
Claude Code GitHub Actions
Set up Claude Code in GitHub Actions for PR reviews and issue fixes, with API or plan billing, narrow tools, run limits, and fork safeguards.Oct 15, 2026Build
Zed Editor
A Zed editor review covering native editing, multiplayer, AI agents, setup, and the limits that decide whether to leave Cursor or VS Code.Oct 15, 2026Build
OpenCode vs Claude Code 2026
Choose between OpenCode's model freedom and Claude Code's native workflow. Compare access, subagents, MCP, plugins and switching costs.Oct 15, 2026Build
LLM as a Judge: Reliable Daily Evals for Agents
Build a reliable LLM judge with example prompts, human calibration, bias checks and daily evals using Promptfoo, DeepEval, Langfuse or LangSmith.Oct 15, 2026Build
KV Cache Explained: Prefill, Decode and Prompt Caching
Understand KV cache in LLM inference, prefill vs decode, memory growth and prompt caching across Anthropic, OpenAI, Google and vLLM.Oct 15, 2026Build
DSPy Explained: Signatures, Modules and Prompt Optimization
Understand DSPy signatures, modules and optimizers, try the current docs example, and decide when measured prompt optimization is worth the work.Oct 15, 2026Build
Agent Skills: How One Folder Works Across AI Tools
Agent Skills explained: the SKILL.md standard, verified tool support, a portable weekly-report example, context overhead and security boundaries.Oct 15, 2026Build
Best Embedding Models in 2026: Gemini, OpenAI, Voyage, Cohere, Qwen and BGE Compared
Compare Gemini, OpenAI, Voyage, Cohere and open embedding models by retrieval fit, languages, deployment and migration work.Oct 15, 2026BuildPrefer this site in Google
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