Build logs, guides, and field notes
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.
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, 2026Build
Copilot Studio Pricing: Credits, Packs and Agent Costs
Copilot Studio credit rates, packs, pay-as-you-go and Microsoft 365 use rights, plus a worked monthly budget for an internal support agent.Oct 27, 2026AI
Enterprise Search With AI: How It Works and How to Pilot
How AI enterprise search connects systems, respects permissions and retrieves answers, with a build-or-buy framework and a practical pilot checklist.
Oct 27, 2026AI
AI Agent Use Cases in 2026: Support, Sales, Ops, Finance, Engineering, HR and Marketing
14 AI agent use cases across 7 departments, with named production examples, human checkpoints, tool types and data-access requirements.Oct 27, 2026AI
Conversational AI Platform 2026: Google, Microsoft Copilot Studio, Kore.ai, Cognigy, Rasa, Voiceflow and Botpress Compared
Compare Google, Copilot Studio, Kore.ai, Cognigy, Rasa, Voiceflow and Botpress for customer chat, voice, human handoff and action controls.Oct 27, 2026AI
Scribe Alternatives in 2026: Tango, Guidde, Trainual, Supademo and Arcade Compared
Compare Scribe alternatives by screenshot guides, video, interactive demos and assigned training, with current billing, exports and an SOP template.Oct 27, 2026AI
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
Glean Alternatives 2026: Gemini Enterprise, Microsoft 365 Copilot, ChatGPT Business, Claude Enterprise, Dust, Onyx and Guru (Compared)
Compare seven Glean alternatives by your existing tools, hosting needs and document permissions, with billing checked against each maker's current pages.Oct 27, 2026AI
GPT-6.1 Terra: What It Is and When to Switch
GPT-6.1 Terra explained: what to move from Sol or GPT-5.6 Terra, where it runs, and when Luna or Astra still fits better.Oct 27, 2026AI
AI Bookkeeping: What It Automates and What Needs a Person
Understand AI bookkeeping in QuickBooks, Xero, Dext and managed services, with a 30-day pilot and error log before trusting automated categories.Oct 27, 2026AIThe lanes.Pick the one you came for.
281 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.324 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.125 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.211 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 run708–731 / 1001
Automate Google Ads Analytics With AI
Google's new Ask Advisor beta turns Ads and Analytics data into summaries, reports, benchmarks, and approval-based actions.Aug 11, 2026Business
Kit Pricing (2026): Free to 10,000, Then $169
Kit is free to 10,000 subscribers, then its Creator tier can jump to $169. See every 2026 plan, annual savings, hidden fees, and the decision math.Aug 11, 2026Business
Otter.ai Pricing (2026): Free for Five Hours, Then $8.33
Otter.ai is free for 300 minutes a month. See every 2026 plan, annual savings, hidden limits, refund terms, and cost versus three rivals.Aug 11, 2026AI
Is Calendly Free?
Calendly is free forever, but one event type and one calendar are the wall. See every 2026 price, hidden seat costs, and the exact upgrade math.Aug 11, 2026Business
Manychat Pricing (2026): What Each Plan Costs
Manychat costs $0 to $199 monthly. See every 2026 tier, free-plan limits, annual savings, hidden fees, and contact break-even points.Aug 11, 2026Business
Klaviyo Pricing (2026): When the Higher Price Pays Back
Klaviyo costs $20 at 500 active profiles and $1,380 at 100,000. See every tier, current mobile rules, hidden costs, and break-even math.Aug 11, 2026Business
AI Finance Presentation Automation
Model ML shows how finance teams can turn source data into editable, traceable PowerPoint decks, with GPT-5.6 using 39% fewer tokens per deck.Aug 10, 2026Business
Best AI Music Video Generators
Compare six AI music video generators by song sync, shot control, current pricing, and the cost of turning a three-minute track into a finished edit.Aug 10, 2026Design
Semrush Pricing (2026): The $199 Plan Is Not the Team Bill
Semrush starts at $139, but seats and API units can change the bill. See every 2026 tier, annual cost, limit, and buying break point.Aug 10, 2026Business
Cheapest AI API
Eight low-cost AI APIs compared with live August 2026 prices, free tiers, production limits, and the monthly cost that changes the decision.Aug 10, 2026Build
Muse Code Alternatives
Compare seven Muse Code alternatives by workflow, every live pricing tier, free access, team cost, and the wall each tool hits. Verified August 2026.Aug 10, 2026Build
Siri AI (Verified August 2026)
Siri AI costs $0 on eligible Apple hardware but remains a beta. See supported devices, exact pricing, privacy, limitations, alternatives, and verdict.Aug 10, 2026AI
Claude Code vs Codex Cost for Teams
Claude Code and Codex tie at $20 per seat. Compare normalized overage costs, limits, crossover points, and switching economics for engineering teams.Aug 9, 2026Build
ElevenLabs Pricing (2026): Creator Wins, API Goes Further
ElevenLabs plans, credits, annual totals, API and PAYG rates, break-even points, hidden costs, and cheaper alternatives. Verified in August 2026.Aug 9, 2026Design
HeyGen Pricing (2026): What $29 Buys
HeyGen starts at $29, but credits decide output. Compare every 2026 tier, annual rate, overage, API cost, and break-even.Aug 9, 2026Design
OpenAI Astra Model
OpenAI Astra is still internal. See its ten math advances, possible Critical cyber capability, strongest use cases, and what remains unknown.Aug 9, 2026AI
Best Browsers for AI Agents
Compare Browserbase, Steel, Kernel, Browser Use, Kitesurf, and five more agent browsers by price, control, auth, and production limits.Aug 8, 2026Build
Claude Code Auto Mode
Claude Code Auto Mode becomes the default for Pro, Max, and Team on August 14. Here is how it works, where it fails, and what to build.Aug 8, 2026Build
OpenClaw Review (Verified August 2026)
OpenClaw is free, flexible, and risky by default. See current costs, workflows, security limits, alternatives, and who should skip it.Aug 8, 2026AI
Figma Review (Verified August 2026)
Figma review with current pricing, seat-cost math, four product workflows, hard limitations, and clear alternatives for design teams.Aug 8, 2026Design
Perplexity Pricing (2026): Free Is Enough, Max Rarely Is
Perplexity costs $0 to $200 a month. Compare every plan, Computer overages, annual savings, API rates, and the point where Max pays.Aug 8, 2026AI
Descript Review (Verified August 2026)
Descript reviewed with live 2026 pricing, four creator workflows, hard limits, cost analysis, and a clear buy-or-skip rule.Aug 8, 2026Design
How to Use ChatGPT Reasoning Slider
Use ChatGPT's reasoning slider without wasting time: when to choose Medium, High, or Extra High for research, coding, planning, and decisions.Aug 8, 2026AI
ChatGPT Free vs Plus
ChatGPT Free now offers unlimited Luna text. See when Plus at $20 earns its cost through Sol, larger context, Voice, research, and Work.Aug 7, 2026AIPrefer this site in Google
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