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.
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, 2026Build
LangSmith vs Langfuse
Compare LangSmith and Langfuse for tracing, evaluations, datasets, prompts and self-hosting. Choose by framework fit and operational ownership.Oct 14, 2026Build
OpenAI AgentKit: Shutdown Dates and Migration Guide
What survives AgentKit, what shuts down, and how to migrate Agent Builder, ChatKit backends, evals, and prompt objects before the 2026 deadlines.Oct 14, 2026BuildThe other lanes.Pick the one you came for.
207 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.118 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.191 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.8 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 run156–179 / 253
Best AI Search APIs for Autonomous Agents 2026
Eight agent search APIs ranked by live 2026 pricing, evidence depth, workflow fit, and the cost of 10,000 production searches.Aug 27, 2026Build
Best Compact Coding Models for Agent Workloads 2026
Compare 7 compact coding models for agent workloads, with verified 2026 pricing, real cost math, production limits, and a clear routing rule.Aug 27, 2026Build
Best AI Gateways With Managed Agent Tools 2026
Compare AWS AgentCore, Vercel, Portkey, TrueFoundry, Kong, and Cloudflare on managed agent tools, live pricing, and the workflow cost each removes.Aug 27, 2026Build
Best Embeddable Coding Agent Harnesses 2026
Seven embeddable coding agent harnesses compared on runtime control, isolation, portability, and the monthly cost of a production workload.Aug 26, 2026Build
Best Voice Controlled AI Coding Agents 2026
Seven voice controlled coding agents compared on controls, privacy, platforms, and total monthly cost, with live pricing verified August 2026.Aug 26, 2026Build
Best MCP Identity and Access Management Tools 2026
Nine MCP IAM tools ranked by layer, deployment fit, live price, and implementation wall. Includes August 2026 cost math and a Monday rollout plan.Aug 26, 2026Build
Best AI Coding Agents With Mobile Remote Control 2026
Compare Claude Code, Codex, Cursor, GitHub Copilot, Happy, and Replit for phone-started coding, current pricing, security, and workflow fit.Aug 25, 2026Build
GitHub Copilot Alternatives With Local Model Support 2026
Six GitHub Copilot alternatives with local models, verified 2026 prices, hardware limits, privacy tradeoffs, and a clear pick for each team.Aug 25, 2026Build
Open Source Coding Agents That Use Existing Subscriptions 2026
Eight open-source coding agents can reuse plans you already pay for. Compare OpenCode, fx, goose, Codex CLI, Gemini CLI, Cline, Kilo Code, and Aider.Aug 25, 2026Build
Best MCP Security Platforms for Enterprise Agents 2026
Ranked MCP security platforms for enterprise agents, with verified controls, pricing status, identity gaps, and a $72K buy-versus-build line.Aug 24, 2026Build
Best AI Agent Harnesses for Long Horizon Tasks 2026
Five AI agent harnesses ranked for durable state, recovery, verification, and cost, with live 2026 pricing and the AVO consequence.Aug 24, 2026Build
Best AI Coding Agents With Browser Testing 2026
Seven browser-testing coding agents ranked by proof, price, and workflow, verified August 2026.Aug 23, 2026Build
AI App Connector Authentication for Agent Builders 2026
Vercel Connect moves agent authentication into reusable team connectors. See the real cost math, best workflows, limits, and Monday pilot.Aug 23, 2026Build
Best Low Cost AI Models for Coding Agents 2026
Compare GPT-5.6 Luna, DeepSeek V4 Flash, Gemini 3.7 Flash, and Claude Haiku 4.5 by live prices, retry cost, and coding-agent fit.Aug 22, 2026Build
Best AI Benchmark Audit Tools for Agent Evaluations 2026
Compare Braintrust, Arize Phoenix, LangSmith, Confident AI, and Dreadnode on auditability, live 2026 pricing, and total agent-evaluation cost.Aug 21, 2026Build
OpenRouter Alternatives for Multi Model Routing 2026
Six OpenRouter alternatives ranked by price, control, failover, and migration cost after Stripe's acquisition agreement, verified August 2026.Aug 20, 2026Build
Warp Pricing (2026): Free Terminal, Metered AI
Warp's terminal is free; managed AI starts at $20. Compare every tier, credit reset, add-on cost, Build-Max break-even, and refund rule.Aug 20, 2026Build
Best AI Code Hosting Platforms for Agent Teams 2026
GitHub is the safest default, Cursor Origin the bold pilot. Compare six code hosts, live prices, agent controls, and the 10-seat budget.Aug 20, 2026Build
Cursor Origin vs GitHub for AI Agents
Keep GitHub canonical or move to Cursor Origin? Compare agent workflows, missing integrations, live pricing, and the 509-task crossover.Aug 20, 2026Build
Best AI Software Factory Platforms 2026
Compare Warp Factories, GitHub, Factory, Cursor, and Devin on fleet control, current pricing, limits, and the two-week pilot that decides.Aug 20, 2026Build
Replit Alternatives for Free AI App Building 2026
Eight Replit alternatives ranked by free-to-live limits, current 2026 pricing, code ownership, deployment, and the first bill that changes the choice.Aug 19, 2026Build
Best AI Sandbox Security Tools 2026
Compare Vercel, Docker, Cloudflare, E2B, Daytona, Northflank, and Modal on isolation, secret handling, egress controls, and real 2026 cost.Aug 19, 2026Build
Convex Pricing (2026): Pay for Traffic Before Seats
Convex starts at $0, Pro costs $25 per developer, and Business starts at $2,500. See every limit, overage, break-even, and cheaper path.Aug 18, 2026Build
Bubble Pricing (2026): Buy Features, Add Workload
Bubble starts at $29/month, but workload decides the bill. See every 2026 plan, overage tier, break-even, free limit, and hidden cost.Aug 18, 2026BuildPrefer this site in Google
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