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.
Airtable vs Notion
Choose Airtable or Notion by the job: CRM, projects, wiki, inventory and client portals, with verified AI, automation and API limits.Nov 1, 2026Build
Google Jules Shutdown: Export Your Work and Move On
The Google Jules shutdown timeline, export steps, API uncertainties and migration paths to Antigravity, Codex, Claude Code and GitHub Copilot.Nov 1, 2026Build
Smolagents: How Code Agents Work and When to Use Them
How smolagents uses Python actions, tools and sandboxes, with a small example and clear choices against LangGraph and the OpenAI Agents SDK.
Oct 31, 2026Build
Warp Terminal Review
Should Warp replace your terminal or coding agent? Compare workflows, current plans, team privacy controls and the limits that decide the switch.Oct 31, 2026Build
Kilo Code Review
Kilo Code review: VS Code, JetBrains, CLI, cloud agents, model choice, and who should choose it over Cline or Claude Code.Oct 31, 2026Build
Bedrock AgentCore: Components, Architecture and When to Use It
Understand AgentCore's components, what they replace in your AWS agent stack, what you still own, and how to run a focused first pilot.Oct 30, 2026Build
Speculative Decoding: How to Speed Up LLM Inference
Learn how speculative decoding works, when it lowers latency, and how to enable it in vLLM, SGLang and TensorRT-LLM without relaxing verification.Oct 30, 2026Build
GPU Cloud Providers 2026: Runpod, Lambda, CoreWeave, Vast.ai, Modal, Together AI and Google Cloud
Compare Runpod, Lambda, CoreWeave, Vast.ai, Modal, Together AI and Google Cloud for fine-tuning, serverless inference and clusters.Oct 30, 2026Build
GitHub Copilot Fusion: How It Works and When to Use It
Understand Copilot Fusion, its model orchestration, supported clients and credit usage, plus a practical one-repository trial and reasons to leave it off.Oct 29, 2026Build
Bright Data Review
Bright Data reviewed for agents, RAG and price monitoring: product fit, billing, free trials, residential KYC, and when to choose Firecrawl or Browse AI.Oct 28, 2026BuildThe other lanes.Pick the one you came for.
296 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.126 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.224 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 run228–251 / 334
Best Open Weight Coding Models for Private Agents 2026
Five open-weight coding models ranked for private agents, with live GPU costs, licenses, framework limits, and the GLM-5.3 deployment decision.Aug 30, 2026Build
Best AI Agent Failure Analysis Tools 2026
Compare 6 AI agent failure analysis tools by tracing, replay, evaluations, retention, and live 2026 prices, with a clear cost-based verdict.Aug 30, 2026Build
Cursor Alternatives With Portable Model Access 2026
Compare Cline, Kilo Code, Zed, and OpenCode on model portability, live 2026 pricing, lock-in limits, migration costs, and the November 12 move.Aug 30, 2026Build
Managed vs Self Hosted Coding Agents 2026
Vercel eve wins for most teams. See when GLM-5.3 self-hosting clears its GPU cost, control, and workflow crossover.Aug 30, 2026Build
Best Cross-Device Coding Agents 2026
Compare five cross-device coding agents for persistent sessions, local execution, mobile approvals, privacy walls, and current 2026 pricing.Aug 29, 2026Build
Best AI Platform Administration APIs 2026
Compare OpenAI, Anthropic, Hugging Face, and OpenRouter admin APIs on identity, keys, budgets, audit evidence, limits, and live 2026 pricing.Aug 28, 2026Build
Best Persistent Memory Systems for AI Agents 2026
Nine persistent memory systems for AI agents, ranked by control, retrieval, deployment fit, and live prices verified in August 2026.Aug 28, 2026Build
Best AI Agent Code Sandboxes 2026
The 10 best AI agent code sandboxes in 2026, ranked by isolation, persistence, startup model, developer fit, and real current pricing.Aug 28, 2026Build
Bolt.new Review (Verified August 2026)
Bolt.new starts at $25/month. See who it suits, its token and database limits, and when Lovable, Replit, or Cursor is the better choice.Aug 27, 2026Build
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, 2026BuildPrefer this site in Google
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