Build logs, guides, and field notes
What shipped, what broke, and what it really cost — from running production AI systems.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
AI Acceptable Use Policy: A One-Page Template for Small Business
Copy a one-page AI acceptable use policy covering approved accounts, customer data, human review and disclosure, then roll it out in one team meeting.Oct 19, 2026AI
Best AI for Data Analysis in 2026: ChatGPT, Claude, Julius AI, Gemini and Copilot (Compared)
Compare ChatGPT, Claude, Julius AI, Gemini and Copilot for CSVs, spreadsheets and reports, with maker-sourced file limits and data policies.Oct 19, 2026AI
Langflow: What It Is and When to Use It
What Langflow is, who owns it, how agents and RAG flows work, and when to choose it over Flowise or n8n. Includes current hosting options.
Oct 19, 2026Build
Brand24 Review
Brand24’s sources, AI features, alerts and reports, with practical workflows, specific limitations and a clear rule for choosing it.Oct 19, 2026Business
Microsoft 365 Copilot Pricing: Plans, Bundles and Agent Costs
Compare Microsoft 365 Copilot prices, Business bundles, annual commitments and agent charges, with seat-cost comparisons against ChatGPT and Claude.Oct 19, 2026AI
Multimodal AI: What It Means for Your Business
What multimodal AI accepts and returns, how current models differ, and what invoices, meetings, product videos and voice agents need.Oct 19, 2026AI
Adobe Firefly Review
Adobe Firefly reviewed for commercial work: Adobe and partner models, credits, usage rights, and workflows in Photoshop, Express and Premiere.Oct 19, 2026Design
Amazon Bedrock Pricing: Model Rates and a $1,270 App Budget
Amazon Bedrock model rates, direct API comparisons, caching and add-ons, with a $1,270 monthly budget for 100,000 support answers.Oct 19, 2026Build
ChatGPT for Business: What Your Team Gets Beyond Plus
What ChatGPT Business adds beyond Plus: shared work, Work, Codex, data privacy and admin controls, plus when your company needs Enterprise.Oct 19, 2026AI
Claude Fast Mode
Claude fast mode for Opus 5.5: exact setup, subscription billing, standard-versus-fast costs, and when paying for speed makes sense.Oct 19, 2026BuildThe lanes.Pick the one you came for.
232 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.279 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.122 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.201 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.8 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced52 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 run348–371 / 894
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
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, 2026Business
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
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, 2026Business
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
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, 2026Business
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, 2026Business
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
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, 2026Business
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
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, 2026Business
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, 2026Business
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, 2026BuildPrefer this site in Google
Add as a preferred sourceon GoogleMark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
Newsletter
One letter, every Sunday.Working systems, not hot takes.
Weekly. No spam. Unsubscribe anytime.