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 โ from running production AI systems.
Dify vs n8n
Dify vs n8n for AI apps, business workflows and self-hosting. Compare features, commercial licence rules and the job each platform fits.Oct 27, 2026Build
Zapier Alternatives in 2026: Make, n8n, Gumloop, Pipedream, Activepieces and Power Automate
Compare Zapier alternatives by task volume, self-hosting, AI agents, code and Microsoft 365. Current billing models and what migration requires.Oct 27, 2026Build
AutoGen vs LangGraph
AutoGen is archived. Compare its conversation model with LangGraph's stateful workflows, then choose LangGraph or Microsoft Agent Framework for migration.
Oct 27, 2026Build
LoRA Fine Tuning: QLoRA, Adapters and Evaluation
Learn how LoRA and QLoRA work, when to fine-tune, which hosted and GPU routes train adapters, and how to evaluate and serve them.Oct 26, 2026Build
LangChain Alternatives in 2026: LangGraph, LlamaIndex, Pydantic AI and More (Compared)
Compare LangGraph, LlamaIndex, Pydantic AI and six more LangChain alternatives by language, models, licence and the problem each solves.Oct 26, 2026Build
LLM vs SLM: Which Model Fits Your Feature?
Choose large or small language models by task. Compare current model families, deployment limits and a routing example for production features.Oct 26, 2026Build
Model Distillation: Teacher to Student for Production LLMs
When to distill a narrow LLM task, which managed routes are available, what output-training terms allow, and how to evaluate before switching traffic.Oct 26, 2026Build
Vision Language Models: What Builders Can Trust
What vision language models can read, where they fail, and how to choose API or self-hosted models with a test plan for your own images.Oct 26, 2026Build
Multi Agent Systems: When One Agent Beats a Team
When should you split one LLM agent into several? Compare supervisors, hierarchies, handoffs and group chat, with a task-based decision table.Oct 26, 2026Build
Prompt Injection: Direct and Indirect Attacks in AI Agents
Understand direct and indirect prompt injection, how agents expose business data, and the safeguards to use before connecting an inbox or CRM.Oct 26, 2026BuildThe other lanes.Pick the one you came for.
282 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.125 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.214 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 run204โ227 / 324
Django vs FastAPI on Cloudflare Workers
Compare Django and FastAPI on Cloudflare Workers now that WSGI and ASGI frameworks run there, including migration, startup, and package limits.Sep 5, 2026Build
How to Reduce Claude Code Skill Context Cost
Claude Code now measures unused skill context. Use /skill-doctor to prune token rent without deleting instructions active workflows need.Sep 5, 2026Build
Emergent Review
A buyer-focused Emergent review of build quality, debugging, deployment, ownership, code export, and the limits that matter before you commit.Sep 3, 2026Build
How to Give Coding Agents a Design System
Build a design system coding agents can follow with one guidance file, constrained styles, fixed evals, and a human review loop.Sep 3, 2026Build
Qwen 3.8 Max vs Claude Fable 5.1 for Coding Agents
Compare Qwen 3.8 Max and Claude Fable 5.1 on coding-agent quality, tool use, context, deployment, and verified workload cost.Sep 2, 2026Build
Best Persistent AI Workspaces for Multi-Step Tasks 2026
Compare eight persistent AI workspaces on continuity, files, governance, and current pricing. See which one actually cuts restart cost for your team.Sep 1, 2026Build
v0 Alternatives for Design to Code 2026
Compare six v0 alternatives for design-to-code, with current pricing, code-ownership limits, cost math, and a clear tool-by-tool verdict.Sep 1, 2026Build
Best AI Agent Token Tracking Tools 2026
Eight AI agent token tracking tools compared on cost attribution, controls, live pricing, and when built-in usage stops being enough.Sep 1, 2026Build
Best Model-Agnostic Coding Agents 2026
Six model-agnostic coding agents ranked by model choice, workflow portability, current pricing, and the cost of switching providers in 2026.Sep 1, 2026Build
Can Coding Agents Handle Long-Running Production Tasks 2026
Long-running coding agents can now carry bounded work for hours. The real gain is less supervision, but only with tests, review, and rollback.Sep 1, 2026Build
Build vs Buy Coding Agents for Internal Workflows 2026
Buy the agent; build the private context layer only when it becomes the bottleneck. Ramp Inspect, current prices, crossover, and switching costs.Sep 1, 2026Build
Can Fewer Tools Improve AI Agent Accuracy 2026
Why fx 0.0.7 removed eight tools, when smaller menus can improve agent accuracy, and three products worth building.Aug 31, 2026Build
Claude Code Pro vs Max for Weekly Agent Workloads 2026
Claude Code Pro vs Max for weekly agents, with live 2026 prices, September's 17% limit cut, overflow break-evens, and the plan to pick.Aug 31, 2026Build
Claude Code Alternatives for Predictable Weekly Usage 2026
Seven Claude Code alternatives ranked by budget predictability, with live 2026 prices, hard-cap mechanics, and a September 14 migration plan.Aug 30, 2026Build
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, 2026BuildPrefer this site in Google
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