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What shipped, what broke, and what it really cost — from running production AI systems.
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Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Pool Founder vs Pool Brain
Compare Pool Founder and Pool Brain for route work, technician checks, billing, offline use, and the cost of running a growing pool business.Sep 14, 2026Growth
Cloudflare Browser Run Keeps Client Jobs on Approved Hosts
Limit client browser jobs to approved hosts, budget for required CDNs, and let reviewers watch through read-only Live View.Sep 14, 2026Explained
Gavelist Review for Estate Auction Catalogs
Review Gavelist's photo grouping, lot corrections, maker-mark edits, pricing, and HiBid export evidence before trusting it with an estate catalog.
Sep 14, 2026Growth
Best AI Tools for Intarsia Knitting Charts
Compare intarsia chart tools for stitch proportions, color-block cleanup, bobbin planning, and usable exports from a photo or AI-made motif.Sep 14, 2026Design
Monologue Review for Meeting Notes
Review Monologue meeting notes for Mac audio capture, transcript cleanup, saved-note syncing, and handing approved notes to AI agents.Sep 14, 2026Growth
GPT-Live-1 Changes the Budget for AI Phone Calls
Understand GPT-Live-1 phone-agent costs: the voice layer, backend reasoning, telephony, and the interruption handling worth testing.Sep 14, 2026Explained
Best AI Tools for Rug Tufting Patterns
Compare tools for rug tufting patterns by color blocks, editable outlines, yarn palettes, and the work needed before printing or projection.Sep 14, 2026Design
Murmure Dictation Review
Review Murmure for offline dictation, custom vocabulary, hardware needs, and what changes when you connect a local or remote LLM.Sep 14, 2026Build
ChatGPT Appshots Cut Context Copying on Windows
Use ChatGPT Appshots on Windows to share an app window, reduce context copying, and check what text and images enter the chat.Sep 14, 2026Explained
Separo vs UltraSeps
Compare Separo and UltraSeps for simulated-process separations, Photoshop work, correction time, and the files your screen printer needs.Sep 14, 2026DesignThe lanes.Pick the one you came for.
143 pieces
AI
Models, agents, coding assistants, image, video, voice134 piecesBuild
Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra109 piecesDesign
For designers, brand owners, creative directors134 piecesGrowth
AI for marketing, SEO/GEO, content engines, and the operator-business work of turning audience into revenue6 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced36 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 run12–35 / 562
RenderIO FFmpeg API Pricing
Decode RenderIO command charges, chained jobs, download credits, runtime limits, and when an upgrade costs less than overage.Sep 14, 2026Build
IAMenu vs Menuxio
Compare IAMenu and Menuxio for multilingual menus, table orders, staff edits, and the plan limits a small restaurant actually needs.Sep 13, 2026Growth
Dictare AI Dictation Pricing
Dictare is free, local voice input for coding agents. Separate its software cost from speech-model setup, hardware, and your coding-agent plan.Sep 13, 2026Build
Vercel FastAPI Cuts Function Use for Static Files
Vercel now serves eligible FastAPI assets from its CDN. See which requests stop using Functions and which protected paths still need them.Sep 13, 2026Explained
Best AI Tools for Laser Engraving Depth Maps
Compare AI depth-map tools for laser reliefs by editing, export quality, and the cost of reaching a usable file.Sep 13, 2026Design
Cutsio Video Indexing Cost
Decode Cutsio's indexed minutes, stored hours, seats, and overages to choose a plan for a growing video library.Sep 13, 2026Design
Talkatoo vs Scribenote
Compare Talkatoo and Scribenote by capture mode, clinic seats, PIMS handoff, and the editing needed to finish a record.Sep 13, 2026Growth
OpenAI API Key Expiry Needs a Rotation Plan
OpenAI now lets teams expire project API keys. Plan replacement and verification before scheduled agents lose access.Sep 13, 2026Explained
Best AI Tools for Cross Stitch Pet Portraits
Compare AI and photo-conversion tools for cross-stitch pet portraits, with checks for likeness, thread codes, cleanup, and printable charts.Sep 13, 2026Design
DreamYard AI Review
A DreamYard review of photo fidelity, revisions, downloads, free limits, current pricing, and the permission required for client work.Sep 13, 2026Design
Best AI Tools for Auction Catalog Descriptions
Compare AI auction catalog tools by photo grouping, editable descriptions, lot numbering, exports, and cost per finished lot.Sep 13, 2026Growth
Vercel Connect Gives Shared Credentials a Clear Owner
Vercel Connect lets Pro and Enterprise teams restrict connector management. See how to assign owners and keep agent setup moving.Sep 13, 2026Explained
FullEnrich vs BetterContact
Compare FullEnrich and BetterContact by verified email and mobile costs, credit rules, integrations, and the work needed to clean a lead list.Sep 12, 2026Growth
Cloudflare AI Search Can Index R2 Files Without Renaming
Cloudflare AI Search now indexes extensionless R2 files with valid Content-Type metadata. See which ingestion steps you can remove.Sep 12, 2026Explained
Textile-Designer.ai Review for Screen Printing
Test Textile Designer AI's route from artwork to editable print files, including color separation, export limits, credits and manual cleanup.Sep 12, 2026Design
InspectionFire vs InspectMind AI for Field Reports
Compare InspectionFire’s guided inspection records with InspectMind Field Reports, including evidence capture, report handoff and the right trade.Sep 12, 2026Growth
Best AI Tools for Screen Printing Color Separations
Compare tools for editable color plates, underbases and print handoff, with clear limits on what AI and ordinary separation automation do.Sep 12, 2026Design
AI for Pilates Studios
A costed AI playbook for Pilates studio trial follow-up, attendance, waitlists, class capacity, weekly admin, and human review.Sep 12, 2026Playbooks
How to Test Claude Code Plugins With Evals
Run Claude Code plugin evals, compare results with a no-plugin baseline, and budget the repeated agent and judge calls before adding CI.Sep 12, 2026Build
Pattrn-AI Review for Stained Glass Patterns
Check whether Pattrn-AI turns photos and sketches into editable, printable stained glass patterns, and where manual pattern work remains.Sep 12, 2026Design
Vercel Sandbox Gives Larger Agent Jobs More Disk Room
See which repository, build, and data jobs fit Vercel Sandbox’s larger disk, plus what to measure before retrying a storage-heavy agent run.Sep 12, 2026Explained
Menuxio vs Menutech
Compare Menuxio and Menutech on AI menu creation, import limits, analysis, backups, template handoff, and the plan required for guest ordering.Sep 12, 2026Growth
Glimeo Pricing (2026): Redos, Extras, and Expiry
Decode Glimeo plans, $10 extra videos, paid redos, expiry rules, and annual billing so your demo-video budget matches the work you approve.Sep 12, 2026Design
Debug Cloudflare Voice Agent Latency
Trace slow and silent Cloudflare voice turns with stage timings and outcomes, then separate transcription, model, speech, and interruption problems.Sep 12, 2026BuildNewsletter
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