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 Proxy Service in 2026: Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut Compared
Compare Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut by scraping job, entry offer, trial terms and access rules.Nov 10, 2026Build
Abacus AI Review
Can ChatLLM and DeepAgent replace separate AI subscriptions? Compare workflows, usage limits, model routing and team controls before switching.Nov 10, 2026AI
Zoom Alternatives in 2026: Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm
Compare Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm by meeting limits, AI notes and fit.
Nov 9, 2026Business
Profound AI
Profound AI reviewed for marketing leads: enterprise fit, visibility tracking, agents, trial limits, alternatives, and what to ask before signing.Nov 9, 2026Business
Dropbox Alternatives 2026: Tresorit, OneDrive, Google Drive, Sync.com, Box, pCloud and Egnyte
Compare Dropbox alternatives for business: Tresorit, OneDrive, Google Drive, Sync.com, Box, pCloud and Egnyte, with sharing controls and clear limits.Nov 9, 2026Business
CodeRabbit Pricing: Seat Costs, Limits and Add-Ons
CodeRabbit seat costs for 5, 20, and 50 developers, with monthly and annual totals, Free and OSS terms, review limits, and usage add-ons.Nov 9, 2026Build
ClickUp vs monday.com: Which Fits Your Team?
Compare ClickUp and monday.com by team workflow, automation limits, AI features and the effort of switching. Choose the tool your team will maintain.Nov 9, 2026Business
WebCatalog Review
WebCatalog reviewed for client work: separate accounts, Desktop vs New Tab and Singlebox, Linux support, and when browser profiles are enough.Nov 9, 2026Business
Mercor Competitors in 2026: Scale AI, Surge AI, Turing, micro1, Handshake AI and Toptal
Compare six Mercor competitors for expert data, model evaluations and contract talent. Choose managed delivery or specialists you direct.Nov 9, 2026AI
NVIDIA OpenShell
Run agents inside NVIDIA OpenShell: current OS support, first-agent setup, file and network policies, and the limits to check before production.Nov 8, 2026BuildThe lanes.Pick the one you came for.
323 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.354 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.129 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.252 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.9 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 run588–611 / 1119
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, 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, 2026Business
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, 2026Business
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, 2026Business
ngram vs Guidde for Product Demo Videos
Compare ngram and Guidde for product demos: source material, capture, editing, branding, exports, and the work needed for each update.Sep 10, 2026Design
Demosmith Pricing
Decode Demosmith plans by AI minutes, demo limits, video versions, exports, and the point where a weekly demo workflow needs an upgrade.Sep 10, 2026Design
How to Share ChatGPT Library Folders With a Team
Share ChatGPT Library folders, choose Viewer or Editor access, and understand who keeps uploaded files when a teammate loses access.Sep 10, 2026Business
Best AI Tools for Funeral Home Obituaries
Compare obituary tools for funeral homes by case-data reuse, family input, review steps, editing, privacy, and what access actually costs.Sep 10, 2026Business
How to Use Codex CLI Worktrees
Use Codex CLI worktrees for isolated coding sessions, then check branches, dependencies, resume behavior, and cleanup before keeping the change.Sep 10, 2026Build
ChatGPT Deep Research Now Shares Your Work Budget
Deep Research in ChatGPT Work uses the same Work/Codex allowance or credits. Learn what it costs and how to check each delivered report.Sep 10, 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.