Build logs, guides, and field notes
What shipped, what broke, and what it really cost — from running production AI systems.
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- 142
- AI
- Models, agents, coding assistants, image, video, voice 124
- Build
- Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra 90
- Design
- For designers, brand owners, creative directors 117
- Growth
- AI for marketing, SEO/GEO, content engines, and the operator-business work of turning audience into revenue 4
- Playbooks
- AI for your niche: the workflows that actually move, tool by tool, priced 22
- Explained
- What shipped, explained: every real release, decoded for the people who use it 0
- Lab
- The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Vercel Flat Rate CDN Makes Traffic Bills Predictable
Vercel Pro can use fixed monthly CDN tiers. Learn what spike protection covers, when the next bill rises, and which workloads are excluded.Sep 9, 2026Explained
OmniSEO Review for Small Agencies
Evaluate OmniSEO for a small agency: prompt coverage, citation checks, client reporting, exports, and the plan limits that shape the purchase.Sep 9, 2026Growth
How to Use ChatGPT Sketch on Mobile
Turn a rough phone sketch into a usable image in ChatGPT, then revise, save, and share it with the current mobile controls.
Sep 9, 2026Design
Cut Vercel Build Costs With Basic Machines
Vercel Pro teams can choose Basic builds. Compare rates, build duration, and queue time before switching smaller apps.Sep 9, 2026Explained
How to Create a Punch List From Photos With AI
Turn photo evidence in an inspection report into a checked punch list, with room labels, trade assignments, and a review before handoff.Sep 9, 2026Growth
Best AI Tools for Submittal Spec Checking
Compare AI tools that check submittals against project specs, with source citations, revision handling, file support, and trial checks.Sep 9, 2026AI
VetGeni vs ScribbleVet
Compare VetGeni and ScribbleVet for clinic note workflows, PIMS transfer, team seats, costs, and the checks to make before switching.Sep 8, 2026AI
InspectMind AI Review
Evaluate InspectMind AI for drawing checks, cited findings, revision review, pricing visibility, and the limits a project team should test.Sep 8, 2026AI
Claude Managed Agents Bring Config Changes Into Review
Claude ant apply puts agent setup in versioned files. See what teams can review, how the lockfile works, and the CI status-code catch.Sep 8, 2026Explained
BuildSync vs SpecLens
Compare BuildSync and SpecLens by submittal checks, source citations, supported files, integrations, and the procurement work each fits.Sep 8, 2026AI204–227 / 499
DeepSeek Pricing (2026): Free Chat, API Under $1/M Tokens
DeepSeek chat is free. See live V4 Flash and V4 Pro API rates, cache rules, refunds, break-even math, and 2026 alternatives.Aug 12, 2026AI
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, 2026Growth
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, 2026Growth
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, 2026Growth
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, 2026Growth
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, 2026Growth
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, 2026Growth
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, 2026Growth
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, 2026AINewsletter
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