Build logs, guides, and field notes
What shipped, what broke, and what it really cost — from running production AI systems.
Prefer this site in Google
Mark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Claude Code Stops One Install From Widening the Whole Job
Claude Code can approve network hosts for one command at a time. See what that changes for dependency installs and unattended build jobs.Sep 15, 2026Explained
AuctionWriter vs ListerLeo for Estate Auctions
Compare AuctionWriter and ListerLeo for estate auctions, from offline capture and team access to export, pickup, and seasonal costs.Sep 15, 2026Growth
Vercel AI SDK Can Move Agent Spend to Existing Plans
Vercel AI SDK can use supported agent subscriptions. Check which credentials win, which allowance pays, and what sandbox costs remain.
Sep 15, 2026Explained
Stitchly Pricing (2026): Pay Once, but Maybe Twice
Check Stitchly's one-time price, free limits, paid exports, Family Sharing, and why purchases do not transfer between iOS and Android.Sep 15, 2026Design
Beadographer vs BeadTool
Compare Beadographer and BeadTool for computer support, existing patterns, bead libraries, photo conversion, and sellable PDF exports.Sep 15, 2026Design
SalesGhost Review for Live Sales Calls (Verified September 2026)
Evaluate SalesGhost for live sales calls: sourced answers, call limits, desktop capture, response timing, and follow-up drafts.Sep 15, 2026Growth
Loomerly Pricing
Decode Loomerly's one-time purchase, free download, listed special offer, supported Apple devices, and the paid features worth checking.Sep 15, 2026Design
Best AI Tools for Peyote Patterns
Compare tools for turning artwork into peyote bead patterns, with checks on staggered rows, bead palettes, word charts, and printable exports.Sep 15, 2026Design
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, 2026ExplainedThe 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 infra113 piecesDesign
For designers, brand owners, creative directors136 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, priced38 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 / 570
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, 2026Design
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, 2026GrowthNewsletter
One letter, every Sunday.Working systems, not hot takes.
Weekly. No spam. Unsubscribe anytime.