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What shipped, what broke, and what it really cost — from running production AI systems.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Best Proxy Service in 2026: Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut Compared
Compare Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut by scraping job, entry offer, trial terms and access rules.Nov 10, 2026Build
Abacus AI Review
Can ChatLLM and DeepAgent replace separate AI subscriptions? Compare workflows, usage limits, model routing and team controls before switching.Nov 10, 2026AI
Zoom Alternatives in 2026: Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm
Compare Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm by meeting limits, AI notes and fit.
Nov 9, 2026Business
Profound AI
Profound AI reviewed for marketing leads: enterprise fit, visibility tracking, agents, trial limits, alternatives, and what to ask before signing.Nov 9, 2026Business
Dropbox Alternatives 2026: Tresorit, OneDrive, Google Drive, Sync.com, Box, pCloud and Egnyte
Compare Dropbox alternatives for business: Tresorit, OneDrive, Google Drive, Sync.com, Box, pCloud and Egnyte, with sharing controls and clear limits.Nov 9, 2026Business
CodeRabbit Pricing: Seat Costs, Limits and Add-Ons
CodeRabbit seat costs for 5, 20, and 50 developers, with monthly and annual totals, Free and OSS terms, review limits, and usage add-ons.Nov 9, 2026Build
ClickUp vs monday.com: Which Fits Your Team?
Compare ClickUp and monday.com by team workflow, automation limits, AI features and the effort of switching. Choose the tool your team will maintain.Nov 9, 2026Business
WebCatalog Review
WebCatalog reviewed for client work: separate accounts, Desktop vs New Tab and Singlebox, Linux support, and when browser profiles are enough.Nov 9, 2026Business
Mercor Competitors in 2026: Scale AI, Surge AI, Turing, micro1, Handshake AI and Toptal
Compare six Mercor competitors for expert data, model evaluations and contract talent. Choose managed delivery or specialists you direct.Nov 9, 2026AI
NVIDIA OpenShell
Run agents inside NVIDIA OpenShell: current OS support, first-agent setup, file and network policies, and the limits to check before production.Nov 8, 2026BuildThe lanes.Pick the one you came for.
323 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.354 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.129 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.252 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 run324–347 / 1119
What Is MCP? Model Context Protocol Explained
What MCP is, who maintains it, how hosts and servers work, and whether you need it. Includes MCP vs APIs, app support and security checks.Oct 13, 2026Build
Claude Cowork: Cloud Tasks, Files, and Business Workflows
What Claude Cowork does, which plans include it, and how cloud tasks change recurring reports, files, and business operations.Oct 13, 2026AI
Goose AI Agent
Goose reviewed: desktop and CLI setup, model providers, MCP extensions, recipes, AAIF governance, costs, and the choice against Claude Code and Codex.Oct 13, 2026Build
AI Agent Orchestration: Patterns, Approvals and Cost Controls
Choose lead agents, handoffs, graphs and durable workflows for intake, research and drafting, with human approvals, retry rules, logs and cost caps.Oct 13, 2026Build
Promptfoo Review
Promptfoo reviewed: open-source evals, red teaming, current pricing, OpenAI acquisition facts, a support-bot example, and alternatives.Oct 13, 2026Build
AI Design Tools 2026: Figma Make, Canva AI, Claude Design and More
Eight AI design tools compared by job, with verified prices and costs for one person or five: UI, landing pages, marketing assets and images.Oct 13, 2026Design
Claude Code Slash Commands
The Claude Code commands worth knowing, how skills and plugins fit, and five paste-ready team commands for reviews, fixes, migrations and changelogs.Oct 13, 2026Build
Computer Use Agent: Costs, Safety, and When to Use One
Computer use agents explained: current offerings, task costs, safety controls, and a weekly portal download with human approvals.Oct 13, 2026AI
Muse Wonder: What It Is, Pricing, and How to Get It
Meta's Muse Wonder explained: Wonder vs Full, API prices, Muse Code access, 1M context, memory claims, and when to keep Spark.Oct 13, 2026AI
Muse Wonder vs Opus 5.5
Muse Wonder and Claude Opus 5.5 match API prices. Compare model access, Meta-reported benchmarks, data policies and the right fit for agent work.Oct 13, 2026AI
Best AI Accounting Software in 2026: Dext, QuickBooks, Xero, Digits and Vic.ai (Compared)
Compare Dext, QuickBooks, Xero, Digits, Vic.ai, Zeni and Booke AI by job, current US pricing, ledger fit and accountant oversight.Oct 13, 2026AI
Context Engineering: How to Keep Agents on Task
Control what your agent sees at each step with compaction, focused retrieval, subagents, and memory. Includes Claude Code, Agent SDK, and Codex.Oct 13, 2026Build
Spec Driven Development: GitHub Spec Kit and Kiro
A practical spec-first workflow for AI coding agents, with exact Spec Kit commands, Kiro specs, Claude Code and Codex, plus a worked feature example.Oct 13, 2026Build
Linear MCP
Connect Linear to Claude, ChatGPT, Cursor and Codex. Understand tools and permissions, then use worked triage, spec and cycle-report examples.Oct 13, 2026Build
LangChain vs LangGraph
Choose LangChain or LangGraph for your app: current agent APIs, matching Python examples, migration tradeoffs and verified LangSmith deployment pricing.Oct 13, 2026Build
Agentic RAG: What It Is and How to Build It
Agentic RAG versus classic retrieval: support, sales and finance examples, a small build, verified tool prices, and what to measure.Oct 13, 2026Build
Manus Alternatives in 2026: ChatGPT Agent, Runable, Genspark, Claude and More
Compare seven Manus alternatives by job, from Runable and Genspark to ChatGPT and Claude, with current prices, credit rules and clear reasons to switch.Oct 12, 2026AI
Amp Code Review
Amp Code reviewed: current pricing, free tier, models, editor support and team features, plus when to choose Claude Code or Codex.Oct 12, 2026Build
Playwright MCP: Setup, Browser Tests, and Limits
Give Claude Code, Codex, Cursor, or VS Code a real browser. Exact setup, practical tests, a worked checkout failure, and the safety limits.Oct 12, 2026Build
ChatGPT Ads: Self-Serve Pricing, Markets and Measurement
How ChatGPT ads work: eligible users, markets, self-serve bidding, budget minimums, Pixel and Conversions API measurement, and who should test.Oct 12, 2026Business
Cursor Bugbot
What Cursor Bugbot checks, exact repository setup, usage-based billing, rules, Autofix, and current CodeRabbit and Greptile prices.Oct 12, 2026Build
Cline vs Claude Code 2026
Cline vs Claude Code: current plans, light and heavy monthly bills, model choice, editor and cloud support, and the limits that decide which to use.Oct 12, 2026Build
Best Claude Code Plugins 2026: Superpowers, Context7 and More
Compare nine Claude Code plugins for review, testing, docs, design, deployment and memory, with verified install commands, costs and safety checks.Oct 12, 2026Build
LiteLLM vs OpenRouter
Compare LiteLLM and OpenRouter on keys, billing, fallbacks, budgets, caching and data handling, with a worked monthly bill and switching rules.Oct 12, 2026BuildPrefer this site in Google
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