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.
Best Webinar Platform in 2026: Livestorm, Zoom Webinars, Demio, ON24, Restream and Riverside
Choose webinar platforms by the job: CRM-led lead generation, large town halls, evergreen demos, social streaming or content reuse.Oct 28, 2026Business
ZoomInfo Alternatives in 2026: Apollo.io, Lusha, FullEnrich, Cognism, UpLead and Bitscale
Compare ZoomInfo alternatives by job: prospecting, quick lookups, waterfall enrichment and European phone coverage. Maker-verified data and tradeoffs.Oct 28, 2026Business
AI Implementation: From Pilot to Rollout in 90 Days
A 90-day AI implementation roadmap: choose a workflow, prove data access, pilot against a baseline, measure results and roll out with a named owner.
Oct 28, 2026AI
Tresorit Review
Tresorit for confidential client files: encryption, sharing, business plans, trial terms and the access limits that matter for staff and AI tools.Oct 28, 2026Business
GetResponse Review
GetResponse review: automation, AI tools, webinars and plan limits, plus when a small business should choose ActiveCampaign, Mailchimp or Kit.Oct 28, 2026Business
AI Forecasting 2026: Pigment, Anaplan, Planful, Clari, Netstock and Excel Compared
Compare AI forecasting for cash, sales and demand: Pigment, Anaplan, Planful, Clari, Netstock and Excel, with data needs and a practical backtest.Oct 28, 2026AI
Bright Data Review
Bright Data reviewed for agents, RAG and price monitoring: product fit, billing, free trials, residential KYC, and when to choose Firecrawl or Browse AI.Oct 28, 2026Build
Copilot Studio Pricing: Credits, Packs and Agent Costs
Copilot Studio credit rates, packs, pay-as-you-go and Microsoft 365 use rights, plus a worked monthly budget for an internal support agent.Oct 27, 2026AI
Enterprise Search With AI: How It Works and How to Pilot
How AI enterprise search connects systems, respects permissions and retrieves answers, with a build-or-buy framework and a practical pilot checklist.Oct 27, 2026AI
AI Agent Use Cases in 2026: Support, Sales, Ops, Finance, Engineering, HR and Marketing
14 AI agent use cases across 7 departments, with named production examples, human checkpoints, tool types and data-access requirements.Oct 27, 2026AIThe lanes.Pick the one you came for.
282 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.324 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.126 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.215 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 run516–539 / 1007
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, 2026AI
agent-browser Video Recording FPS
Choose recording frame rates in agent-browser, check ffmpeg, and save readable QA videos with the new 30 fps default in v0.37.0.Sep 8, 2026Build
Civio vs GovDash for Small Contractors
Compare Civio and GovDash for small contracting teams: bid discovery, proposal workflows, setup work, pricing transparency, and export limits.Sep 8, 2026Business
Best AI Compliance Matrix Tools for Construction Bids
Compare AI tools for construction bid compliance matrices, including source citations, addendum checks, Excel exports, and the limits to verify.Sep 8, 2026Business
ChatGPT Can Prepare Zendesk Replies From Ticket History
ChatGPT can read Zendesk tickets and help prepare replies. See the account requirements, review steps, and a small-team pilot for measuring time saved.Sep 8, 2026Explained
Grantable vs Grant Assistant
Compare Grantable and Grant Assistant for grant drafting, research, source material, collaboration, review work, and verified buying terms.Sep 8, 2026Business
Best AI Menu Translation Tools for QR Menus
Compare AI menu translation tools for restaurant QR menus, including editing, language support, price updates, publishing, and location costs.Sep 8, 2026Business
Grant Assistant Pricing
Grant Assistant uses custom pricing. See what to ask for in a quote, how to compare total cost, and which alternative prices need checking.Sep 7, 2026Business
Afterword Grace AI Assistant Review (Verified September 2026)
Review Afterword Grace for funeral-home admin: supported tasks, staff handoffs, data handling, access, pricing visibility, and who it fits.Sep 7, 2026Business
ChatGPT Site Tools Can Cut Repetitive Website Work
ChatGPT can use tools exposed by supported websites in its desktop browser. See what teams can automate, the setup work, and the access limits.Sep 7, 2026Explained
Sarra AI Pricing (2026): Annual Bills, Per-Seat Limits
Compare Sarra scheduling plans by per-seat meeting limits, annual charges and upgrade points. Budget for the people who actually book meetings.Sep 7, 2026Business
Reelback Video Search Review
Evaluate Reelback for face and dialogue search, export handoff and footage retention, with the paid pilot and production limits explained.Sep 7, 2026Design
How to Add Text Overlays With Cloudflare Images
Use Cloudflare Images text rendering in a repeatable image workflow, with font choices, layering, caching, and billing limits checked.Sep 7, 2026Design
Best AI Scribes for Equine Vets
Compare AI scribes for equine practices by mobile capture, horse-specific notes, export options, and cost per veterinarian.Sep 7, 2026AI
UltaHost VPS Renewal Pricing
Decode UltaHost VPS renewal rates after the August price change, including introductory discounts, legacy plans, billing terms, and management limits.Sep 7, 2026Build
How to Increase Claude Code Tool Output Limits
Raise Claude Code inline command and background-task output limits when logs are cut off, then check the added context cost.Sep 6, 2026Build
Dext vs Datamolino Line Item Extraction
Compare Dext and Datamolino for invoice line items, extraction charges, accounting exports, and the corrections a bookkeeper still owns.Sep 6, 2026Business
Vercel AI Gateway Budgets Cap Each Teammate's Spend
Set per-user AI Gateway budgets, separate shared production keys, and know which requests stop when a teammate's allowance runs out.Sep 6, 2026Explained
ActiveCampaign Review (Verified September 2026)
ActiveCampaign’s AI and official Claude and ChatGPT connectors are compelling. See verified 1K to 50K contact costs, limits, alternatives, and verdict.Sep 6, 2026Business
Share a ChatGPT Site With Clients Without Workspace Seats
ChatGPT Sites can now give named clients view-only access without adding them to your workspace or making the Site public. Here is the workflow.Sep 6, 2026ExplainedPrefer 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.