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.
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, 2026Build
Kimi vs Claude
Kimi vs Claude for coding, agents and long documents: current models, context limits, hosting choices and when switching to K3 makes sense.Oct 19, 2026AI
AiSDR Review
AiSDR review of research, writing, sending, replies and booking, with founder controls and a worked 500-contact campaign.Oct 19, 2026Business
Claude vs Copilot: Microsoft 365 for Daily Work
Choose Claude or Microsoft 365 Copilot for documents, email, meetings and analysis, with verified access controls and three worked business jobs.Oct 19, 2026AIThe lanes.Pick the one you came for.
230 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.121 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 run372–395 / 891
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, 2026Explained
Nouswise Review
Assess Nouswise for cited answers from your files, source checking, document limits, pricing, and the proof a team should demand before relying on it.Sep 10, 2026AI
How to Cap Claude Code Reasoning Effort
Set Claude Code effort caps, understand which setting wins, and check routine-task quality while measuring token spend separately.Sep 10, 2026Build
Vercel Changes the Bill for Private Production Sites
Compare free Vercel Authentication with per-project Password Protection, then work out the cost of keeping internal and client sites private.Sep 10, 2026Explained
CullAi vs Narrative Select
CullAi is now a legacy app. Compare its photo-selection workflow with Narrative Select and see what an existing user gains by moving.Sep 10, 2026Design
Xenett Pricing
Xenett charges per client. Compare review and workflow plans, add-on costs, trial periods, and the total for a growing bookkeeping firm.Sep 10, 2026Business
Uncat vs Xenett
Compare Uncat and Xenett for client transaction questions, AI books review, ledger sync, pricing, and the month-end work each removes.Sep 9, 2026Business
ChatGPT Voice Limits Change the Cost of a Full Workday
ChatGPT Voice has new 3-hour and 15-hour allowances. Compare plans, model access, and what happens when your voice time runs out.Sep 9, 2026Explained
Best AI Tools for Jewelry on Model Photos
Compare NeuroViz, Photta, FormaNova, and SellerPic for jewelry detail checks, live credit costs, export limits, and catalog-ready on-model photos.Sep 9, 2026Design
Photta Review for Jewelry Photos
Evaluate Photta for jewelry photos: product fidelity, model placement, redo credits, exports, and the cost of each image that passes inspection.Sep 9, 2026Design
GPT Image 2.5 Cost per Image
Calculate GPT Image 2.5 API cost from input, output, and retries. See why older per-image tables cannot price Sunburst and Flare reliably.Sep 9, 2026Design
Best AI Tools for Podcast Guest Research
Choose AI tools that turn a guest’s past interviews and public work into a sourced briefing, sharper questions, and fewer repeated stories.Sep 9, 2026Business
Vercel Flat Rate CDN Makes Traffic Bills Predictable
Vercel Pro can use fixed monthly CDN tiers. Learn what spike protection covers, when the next bill rises, and which workloads are excluded.Sep 9, 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.