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, 2026AI300–323 / 499
Ahrefs Alternatives in 2026: Semrush vs SE Ranking vs Mangools vs Majestic vs Screaming Frog vs WhatConverts (Compared)
Compare six Ahrefs alternatives with live July 2026 pricing, job-by-job limits, annual cost math, free trials, and a blunt decision rule.Jul 30, 2026Growth
Ahrefs vs Semrush (Verified July 2026)
Ahrefs vs Semrush with live July 2026 pricing, normalized workloads, category winners, AI crossover math, and switching costs.Jul 30, 2026Growth
Ollama Alternatives in 2026: LM Studio, vLLM, llama.cpp, and Jan (Verified July 2026)
Ten Ollama alternatives compared for desktop, Apple Silicon, private APIs, mobile deployment, and production serving. Verified July 2026.Jul 29, 2026AI
Linear vs Jira
Linear wins focused product teams; Jira wins complex governance. Compare live prices, annual cost cliffs, migration work, and dealbreakers.Jul 29, 2026Build
Best Text to Speech in 2026: Speechify vs NaturalReader vs ElevenLabs vs Amazon Polly vs Google vs Azure vs OpenAI (Verified July 2026)
The best text-to-speech tools for reading, publishable narration, and APIs, with every price and limit verified in July 2026.Jul 29, 2026Design
Best AI Search Engine 2026: Perplexity vs Google AI Mode vs ChatGPT Search vs Brave vs Consensus (Compared)
Perplexity, Google AI Mode, ChatGPT Search, Brave, and Consensus compared on sources, privacy, current pricing, and the limits that decide.Jul 29, 2026AI
Best Scheduling App in 2026: Calendly, Cal.com, Acuity & Reclaim (Verified July 2026)
Calendly wins meetings; Acuity wins paid appointments. Compare 8 scheduling apps on live 2026 prices, team costs, free plans, and the limits that decide.Jul 29, 2026Growth
Best AI Voice Generator in 2026: ElevenLabs vs Murf vs Hume vs Speechify vs Cartesia (Verified July 2026)
ElevenLabs wins overall. Compare 8 AI voice generators on live pricing, cloning, commercial rights, workflow, and the limits that decide each pick.Jul 29, 2026Design
Best AI Logo Generator in 2026: Recraft vs Looka vs Kittl vs Canva (Compared)
Recraft is the best AI logo generator for editable SVGs. Compare eight tools, every live price, output limits, rights, and who should skip each.Jul 29, 2026Design
DeepSeek vs ChatGPT
DeepSeek wins on API cost; ChatGPT wins as an all-purpose work assistant. Compare live pricing, privacy, benchmarks, and switching costs.Jul 29, 2026AI
Notion vs Obsidian
Notion wins for teams; Obsidian wins for private, durable notes. Compare live pricing, offline limits, migration cost, and the 5-seat break-even.Jul 29, 2026Growth
Gemini vs Claude
Gemini vs Claude, compared with live pricing, normalized API costs, current benchmarks, and switching costs for buyers choosing one.Jul 28, 2026AI
Best AI Music Generator in 2026: Suno vs ElevenLabs vs SOUNDRAW vs AIVA vs Udio (Verified July 2026)
Suno wins finished songs; ElevenLabs, SOUNDRAW, and AIVA win specific commercial jobs. Live prices, rights, limits, and the tools to skip.Jul 28, 2026Design
Windsurf vs Cursor
Windsurf vs Cursor after Devin Desktop: live pricing, normalized costs, agent differences, migration work, and the clear pick for each team.Jul 28, 2026Build
Best AI Chatbot 2026: ChatGPT vs Claude vs Gemini vs Perplexity vs SiteGPT (Compared)
ChatGPT wins overall, Claude for writing and code, Perplexity for research, Gemini for Google users, and SiteGPT for website support. Prices verified.Jul 28, 2026AI
Character AI Alternatives in 2026: Kindroid, Nomi, NovelAI & More (Verified July 2026)
10 Character AI alternatives ranked for memory, story control, privacy, and builders. Prices and limitations verified July 2026.Jul 28, 2026AI
Best AI Video Generator in 2026: Kling 3.0 vs Veo 3.1 vs Runway Studio vs Seedance 2.0 (Verified July 2026)
Kling 3.0, Veo 3.1, Runway Studio, and Seedance 2.0 compared on live prices, controls, audio, limits, and the workflow each one fits.Jul 28, 2026Design
Suno vs Udio
Choose Suno or Udio with live pricing, normalized song costs, editing and export limits, rights, and switching costs verified in July 2026.Jul 28, 2026Design
Shipment Exception Commander build log
A Claude Managed Agents workflow that scores synthetic shipment recoveries deterministically, challenges the recommendation, requires native human approval, and leaves one replay-safe receipt.Jul 28, 2026Build
AI Tools for Small Business: 10 That Earn Their Seat
Ten AI tools ranked by the job they should own, with current prices, a strict buying order, five-person cost math, and candid reasons to skip each.Jul 26, 2026Growth
Claude Opus 5 and the Effort Dial: Spend More Compute Only When the Work Deserves It
Claude Opus 5 costs half as much as Fable 5. Learn when its five effort levels save money, when to escalate, and what breaks during migration.Jul 26, 2026AI
ElevenLabs Music Finetunes API Turns Your Sound Into a Reusable Product Layer
Train Eleven Music on owned audio, call that sonic identity by API, and build consistent soundtracks for brands, creators, and games.Jul 26, 2026Design
How to Pick an Open-Source AI Coding Agent: 9 Tools, Four Different Jobs
Nine open-source AI coding agents compared by workflow, license, privacy, setup, and the point each breaks, with current costs and replacements.Jul 25, 2026AI
Meta AI's New Email and Calendar Agent: Set the Approval Boundary First
Meta AI can now plan from email and calendar context. See what shipped, what is undisclosed, and the approval boundary to set first.Jul 25, 2026AINewsletter
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