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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.

Reasoning Models: When to Turn Thinking Up or Down
How reasoning models use thinking tokens, the exact OpenAI, Claude, Gemini and DeepSeek controls, and when extra effort earns its wait.Oct 31, 2026AI
Warp Terminal Review
Should Warp replace your terminal or coding agent? Compare workflows, current plans, team privacy controls and the limits that decide the switch.Oct 31, 2026Build
Kilo Code Review
Kilo Code review: VS Code, JetBrains, CLI, cloud agents, model choice, and who should choose it over Cline or Claude Code.
Oct 31, 2026Build
Bedrock AgentCore: Components, Architecture and When to Use It
Understand AgentCore's components, what they replace in your AWS agent stack, what you still own, and how to run a focused first pilot.Oct 30, 2026Build
Speculative Decoding: How to Speed Up LLM Inference
Learn how speculative decoding works, when it lowers latency, and how to enable it in vLLM, SGLang and TensorRT-LLM without relaxing verification.Oct 30, 2026Build
Customer Feedback Software in 2026: Zonka Feedback, SurveyMonkey, Typeform, Hotjar, Canny and Qualtrics (Compared)
Compare Zonka Feedback, SurveyMonkey, Typeform, Hotjar, Canny and Qualtrics by job, AI analysis, channels and fit for a small business.Oct 30, 2026Business
ChatGPT Plugins
How ChatGPT plugins work now, how Business and Enterprise admins enable them, what data they can access, and where ServiceNow fits.Oct 30, 2026AI
Custom GPTs: Retirement Dates and What to Move Where
Custom GPTs retirement dates by plan, what moves to plugins, when Projects fit, and a checklist for preserving your team’s workflows.Oct 30, 2026AI
Claude for Legal: Plugins, Artifacts and a First-Week Pilot
Claude for Legal explained: plugins, connectors, artifacts, data terms, and a supervised pilot with a worked example from Anthropic.Oct 30, 2026AI
GPU Cloud Providers 2026: Runpod, Lambda, CoreWeave, Vast.ai, Modal, Together AI and Google Cloud
Compare Runpod, Lambda, CoreWeave, Vast.ai, Modal, Together AI and Google Cloud for fine-tuning, serverless inference and clusters.Oct 30, 2026BuildThe lanes.Pick the one you came for.
291 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.331 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.221 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 run12–35 / 1029

AI Inventory Management: Forecasts, Reorders and a 30-Day Pilot
Learn how AI forecasts stock demand, what data it needs, where human judgment matters, and how to pilot inventory planning on 20 SKUs.Oct 30, 2026AI
Interact Quiz Maker Review
Interact quiz maker review for coaches and consultants: quiz types, AI drafts, lead capture, email handoffs, limitations and who should use a form instead.Oct 30, 2026Business
Atria AI Review
Atria AI review for small Meta and TikTok ad teams: workflows, limitations, who should skip it, and how it compares with Motion.Oct 30, 2026Business
AI RFP Software 2026: Loopio, Responsive, AutoRFP.ai, Inventive AI, AutogenAI and Iris (Compared)
Compare AI RFP software by team size and answer-library maturity, with verified vendor details, practical limits and a live-RFP trial plan.Oct 30, 2026AI
Castmagic Review
Castmagic turns recordings into posts, newsletters and clips. See where it fits a business content team, what needs editing and who should skip it.Oct 30, 2026Business
Consensus AI Review
Consensus for business research: what it searches, how to check its citations, when Pro is worth paying for, and when ChatGPT or Perplexity fits better.Oct 29, 2026AI
AI Contract Review Software 2026: LegalOn, Spellbook, Luminance and More (Compared)
Compare LegalOn, Spellbook, Luminance, Ironclad, Juro, Claude and ChatGPT by contract-review job, with a 30-minute NDA trial.Oct 29, 2026AI
Reply.io Alternatives in 2026: Instantly, lemlist and Apollo.io Compared
Compare Reply.io alternatives by workflow: Instantly, lemlist, Apollo.io, Saleshandy, Amplemarket and Outreach, plus when to stay on Reply.io.Oct 29, 2026Business
Email Verification Tools in 2026: Bouncer, ZeroBounce, NeverBounce, Hunter, Kickbox and Verifalia (Compared)
Compare Bouncer, ZeroBounce, NeverBounce, Hunter, Kickbox and Verifalia for list cleaning, signup checks and CRM hygiene, with clear limits.Oct 29, 2026Business
GitHub Copilot Fusion: How It Works and When to Use It
Understand Copilot Fusion, its model orchestration, supported clients and credit usage, plus a practical one-repository trial and reasons to leave it off.Oct 29, 2026Build
Gemini 4 Carbon Explained: Access, Benchmarks and When to Wait
Gemini 4 Carbon is not public yet. See Google's access plan, benchmarks and what to prepare while you keep building on Argon.Oct 29, 2026AI
Webflow Alternatives in 2026: Framer, Wix Studio, Webstudio, WordPress and Squarespace (Compared)
Compare Webflow alternatives by design freedom, CMS workflow, AI and code export, with migration steps and reasons to stay on Webflow.Oct 28, 2026Design
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, 2026AI
Conversational AI Platform 2026: Google, Microsoft Copilot Studio, Kore.ai, Cognigy, Rasa, Voiceflow and Botpress Compared
Compare Google, Copilot Studio, Kore.ai, Cognigy, Rasa, Voiceflow and Botpress for customer chat, voice, human handoff and action controls.Oct 27, 2026AI
Scribe Alternatives in 2026: Tango, Guidde, Trainual, Supademo and Arcade Compared
Compare Scribe alternatives by screenshot guides, video, interactive demos and assigned training, with current billing, exports and an SOP template.Oct 27, 2026AIPrefer this site in Google
Mark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
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