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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.
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, 2026ExplainedThe lanes.Pick the one you came for.
143 pieces
AI
Models, agents, coding assistants, image, video, voice132 piecesBuild
Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra105 piecesDesign
For designers, brand owners, creative directors131 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, priced33 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 / 550
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, 2026Build
GoGoReport Review for Home Inspectors
See how GoGoReport handles field notes, photos, report credits, revisions, and stored PDFs, and where a home inspector still needs other software.Sep 11, 2026Growth
Cloudflare Workflows: Budget for Shorter Run History
New Paid Workflows keep completed and errored state for seven days by default. Set retention before old failures disappear.Sep 11, 2026Explained
Burn SRT Subtitles Into a Video With Rendi
Turn a video and SRT file into a captioned MP4 with Rendi, covering API submission, completion checks, subtitle styling, and output review.Sep 11, 2026Build
ChatGPT Data Can Cut Weekly Reporting Handoffs
ChatGPT Data turns connected business data into recurring reports. Price Work usage, warehouse queries, review, and Site sharing before rollout.Sep 11, 2026Explained
Best AI Tools for Landscape Design Proposals
Compare AI landscape design tools for client proposals by photo fidelity, revisions, exports, commercial use, and cost per project.Sep 11, 2026Design
OpenAI Agents API vs Agents SDK
Compare the managed OpenAI Agents API with Agents SDK on session ownership, runtime control, sandbox costs, and migration work.Sep 11, 2026Build
Rendi Pricing (2026): Pick by Bytes, Not Video Length
Decode Rendi's FFmpeg API plans, byte-based processing, storage, runtime caps, and the smallest tier an automated video pipeline needs.Sep 11, 2026Build
Cursor Projects Moves Coding Teams to Review Queues
Cursor Projects adds shared context and recurring agents. See the setup, review workload, and budget checks before moving a team onto it.Sep 11, 2026Explained
Fundwriter.ai vs Grantable
Compare Fundwriter.ai and Grantable for donor letters, appeals, proposal drafts, source reuse, grant pipelines, and nonprofit workload cost.Sep 11, 2026Growth
Best AI Tools for Chimney Inspection Reports
Compare AI drafting tools for chimney inspection reports by factual accuracy, field-note handling, editing, and the handoff to your reporting app.Sep 11, 2026Growth
AI for Bookkeeping Client Onboarding
A costed onboarding workflow for bookkeeping firms, with portal setup, AI-drafted welcomes, human approval gates, and a three-step Monday plan.Sep 11, 2026Playbooks
Pool Founder Review for Solo Pool Businesses
See whether Pool Founder fits a solo pool business, with checks on its AI assistant, routes, customer reports, invoicing, and $49 Solo plan.Sep 11, 2026GrowthNewsletter
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