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, 2026AI396–419 / 499
Gemini CLI vs Claude Code (2026): What to Use Before June 18
Google retires Gemini CLI on June 18, 2026. How it compares to Claude Code on price, models, and limits, and what to actually run next.Jun 7, 2026AI
Seedream review (2026): the AI image model built for actual design work
Seedream 4.5 and 5.0 reviewed: where ByteDance's AI image model beats Nano Banana and Midjourney, where it breaks, and what it really costs.Jun 5, 2026Design
Grok Build vs Claude Code vs Codex: Which Terminal Coding Agent Wins in 2026
Three terminal coding agents, one verdict: what each really costs, where each breaks, and which to install. Real 2026 pricing, plus the new Grok Build.Jun 5, 2026Build
The 11 best AI coding agents in 2026 (and the ones to avoid)
The 11 AI coding agents worth paying for in 2026, ranked with real prices and honest cons, plus the ones to skip. Pick by where you work.Jun 5, 2026Build
Clay vs Apollo (2026): Which Outbound Tool Your Pipeline Actually Needs
Clay enriches, Apollo prospects, and the per-seat vs per-action math decides which wins. The 2026 pricing breakdown and the call for your team.Jun 5, 2026Growth
Codex vs Claude Code vs Cursor: Which AI Coding Agent to Use in 2026
Codex, Claude Code, and Cursor compared for 2026: pair, delegate, or dispatch. Real pricing, current models, and the one rule that picks one.Jun 5, 2026AI
11 Best AI Note-Taking Apps in 2026 (and the Ones to Skip)
A ranked, priced comparison of 11 AI note-taking apps for capturing and organizing your own knowledge, with honest cons and a pick for every user.Jun 5, 2026Growth
AI Marketing Agents in 2026: What They Cost, and Which Ones Actually Pay Back
Live pricing for the real AI marketing agents (Klaviyo, HubSpot, Clay, Jasper), the cost math on payback, and which one fits your business.Jun 4, 2026Growth
Cursor vs GitHub Copilot (2026): Which AI Coding Tool to Pay For
Cursor is the standalone AI editor with its own fast Composer model. GitHub Copilot is the multi-model plugin in your IDE. Which to pay for in 2026.Jun 4, 2026AI
Vercel vs Netlify (2026): Which Deployment Platform, and What It Really Costs at Scale
Vercel or Netlify in 2026? The verdict, real pricing on both usage and credit models, and the cost-at-scale math that decides it.Jun 4, 2026Build
13 best AI image generators in 2026 (and the ones to avoid)
A ranked, honestly-priced comparison of the 13 best AI image generators in 2026, with live pricing, candid cons, and a pick for every kind of creator.Jun 4, 2026Design
Sora 2 Is Discontinued: What Happened and the Best AI Video Alternatives for 2026
OpenAI shut down Sora: the app ended April 26, 2026 and the API ends Sept 24. Here is what happened and the best AI video tools to use instead.Jun 4, 2026Design
Supabase vs Firebase (2026): Which Backend to Build Your AI App On
Real free-tier limits, the pricing math, and AI vector search for Supabase vs Firebase, plus the gotchas that decide which backend to build on.Jun 3, 2026Build
15 best AI video generators in 2026 (priced, ranked, and the ones to skip)
A ranked, honestly-priced comparison of the 15 best AI video generators in 2026, split by job: cinematic clips, avatars, and repurposing.Jun 2, 2026Design
GoHighLevel Pricing in 2026: What the $97, $297, and $497 Plans Really Cost
GoHighLevel is $97, $297, or $497/mo, but the usage wallet and rebilling markup decide the real number. The full pricing math for agencies.Jun 2, 2026Growth
Claude vs ChatGPT vs Gemini (2026): Which $20 Plan to Actually Pay For
Claude Pro, ChatGPT Plus, and Google AI Pro all cost about $20. Which wins for coding, writing, and research, and the rule that picks for you.Jun 2, 2026AI
NotebookLM Alternatives (2026): What to Actually Use, Matched to the Job
NotebookLM's podcasts are unmatched, but its 50-source cap and lock-in push people out. The 5 best alternatives in 2026, matched to what you do.Jun 2, 2026AI
10 Best AI Website Builders in 2026 (Priced & Ranked)
I priced every plan from its live page and ranked the 10 best AI website builders for 2026: who each one fits, and the ones to skip.Jun 1, 2026Build
Perplexity vs ChatGPT (2026): Which to Pay For
Both cost $20/mo and Perplexity runs the same GPT and Claude models as ChatGPT. So the real call is interface, not IQ. Here's which to pay for.Jun 1, 2026AI
Klaviyo vs Mailchimp: The 2026 Pricing Math
Both are free to 250 contacts. The real Klaviyo vs Mailchimp call is a billing-model and revenue-attribution decision, not a sticker price. The 2026 math.Jun 1, 2026Growth
Midjourney pricing in 2026: every plan, the real cost, and is it free?
Midjourney's 2026 plans, what fast GPU hours really buy, whether it's free, and which tier fits a solo designer, brand, or agency.Jun 1, 2026Design
Leonardo AI pricing (2026): every plan, Fast Tokens, and the real cost
An independent Leonardo AI review: real 2026 pricing, the Fast Token system, every model it now hosts, and whether it earns a spot in your stack.Jun 1, 2026Design
Grok vs ChatGPT: Which AI Is Actually Better in 2026?
A current, price-honest head-to-head of Grok 4.3 and ChatGPT: real 2026 pricing, the axis that decides, and which to pay for.Jun 1, 2026AI
Windsurf vs Cursor (2026): What Actually Decides It
Both Pro plans are now $20/mo and Windsurf is a Cognition product. Here's the real 2026 axis that decides which AI code editor to pay for.Jun 1, 2026BuildNewsletter
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