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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.

Gong AI: Is It Worth It for Your Sales Team?
What Gong AI does across calls, pipeline reviews, coaching, forecasts, and CRM updates, plus when a notetaker is enough.Nov 3, 2026Business
Loom Alternatives 2026: Cap, Claap, Tella, Zight, Vidyard, ScreenPal and Microsoft Clipchamp
Compare seven Loom alternatives for team updates, sales videos, demos and private hosting, with current team plans and documented AI features.Nov 3, 2026Business
MeetGeek Review
MeetGeek review for sales, customer success and internal calls: bot-free capture, summaries, automations, team limits and alternatives.
Nov 3, 2026AI
Claude Pro vs Max 2026: Which Upgrade Fits Your Work?
Choose Claude Pro or Max by interrupted work, Opus use and long coding runs. See current limits, the Ultra change and when an upgrade pays back.Nov 3, 2026AI
OpenAI Frontier: What It Is and Who It Fits
Understand OpenAI Frontier, its four core parts, how it differs from ChatGPT Enterprise and the API, and what to ask before a pilot.Nov 3, 2026AI
Agent Client Protocol: How Coding Agents Connect to Editors
How ACP connects coding agents to editors, what Android Studio BYOA changes, how sessions work, and where adapters, authentication and permissions differ.Nov 3, 2026Build
Vercel Alternatives in 2026: Cloudflare, Render, Railway, Netlify, Fly.io and AWS Amplify
Compare six Vercel alternatives for Next.js and AI apps: Cloudflare, Render, Railway, Netlify, Fly.io and AWS Amplify.Nov 3, 2026Build
Claude Alternatives 2026: ChatGPT, Gemini, Perplexity, Copilot, Grok, DeepSeek and Kimi by Job
Compare Claude alternatives for writing, coding, research, office work and self-hosting, with current starting prices and clear reasons to keep Claude.Nov 3, 2026AI
Claude Projects
Set up Claude Projects for recurring work with reusable files, clear instructions and current knowledge. Includes plans, sharing and stated limits.Nov 3, 2026AI
ChatGPT Plus vs Business
Choose Plus or Business for a small team: Standard and Premium seats, data defaults, shared work, December usage changes, and switching costs.Nov 3, 2026AIThe lanes.Pick the one you came for.
309 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.338 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.228 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 run12–35 / 1062

Vapi Alternatives 2026: Retell AI, Bland AI, Synthflow, ElevenLabs Agents and Vida Global
Compare Retell AI, Bland AI, Synthflow, ElevenLabs Agents and Vida Global by billing, telephony, integrations and the work a switch creates.Nov 3, 2026Build
Browser Use: What It Is and How to Build a Browser Agent
What Browser Use does, how its browser agent works, which models it supports, and what Cloud adds, with a short first run and practical safety limits.Nov 2, 2026Build
GPT-Rosalind Explained: Research Access for Life Sciences
What GPT-Rosalind-6 changed, how Research access works, and what biotech, pharma and university labs should prepare before applying.Nov 2, 2026AI
ChatGPT Plus vs Pro
Compare ChatGPT Plus with Pro 100, Pro 200 and Pro 500: models, usage, upgrade decisions and December’s shared ChatGPT and Codex allowance.Nov 2, 2026AI
Genspark Review
Genspark review for founders and consultants: slides, sheets, docs, agents, credit rules, privacy and which workspace fits your work.Nov 2, 2026AI
How to Build an AI Agent: A Support Triage Playbook
Choose a no-code builder, SDK or framework, then build a support-triage agent with a reusable spec, human review and release tests.Nov 2, 2026Playbooks
Grok Bot: Workflows and Limits
Grok Bot reviewed for founders: useful workflows, shared access, routines, approvals, usage limits, and when to try it or wait.Nov 2, 2026AI
Trello Alternatives in 2026: Asana, monday.com, ClickUp, Notion, Linear, Superlist and Airtable
Choose a Trello alternative by what your team needs: structure, custom workflows, docs, engineering, AI task lists or data-heavy tracking.Nov 2, 2026Business
Amazon Quick Suite: What Amazon Quick Does and Who It Fits
Amazon Quick explained: research, dashboards, agents, flows, pricing and permissions, plus where it fits beside Copilot and Gemini Enterprise.Nov 2, 2026AI
Relevance AI Review
Relevance AI for revenue and operations teams: agents, workflows, approval controls, technical limits and the alternatives that fit different jobs.Nov 2, 2026AI
AI Tools for Product Managers 2026: ChatGPT, Claude, Granola and Gamma (Compared)
Choose AI tools by the PM job: interviews, research, PRDs, prototypes, analytics and updates. Current free tiers, starting prices and clear limits.Nov 2, 2026AI
Replo Review
Replo review for Shopify brands: templates, publishing, AI, A/B testing, current plans and the limits that decide whether it fits your store.Nov 1, 2026Business
Zernio Review
Zernio review for developers: supported platforms, account requirements, pricing, webhooks, MCP, and when Ayrshare, Postiz or native APIs fit better.Nov 1, 2026Build
Claude Cowork vs ChatGPT: Which Workspace Fits Your Team?
Compare Claude Cowork and ChatGPT Work by job: reports, local files, cloud tasks, schedules, plans and team controls.Nov 1, 2026AI
Airtable vs Notion
Choose Airtable or Notion by the job: CRM, projects, wiki, inventory and client portals, with verified AI, automation and API limits.Nov 1, 2026Build
folk CRM Review
folk CRM review: who it fits, current plans, AI features and documented limits, with a clear verdict for founders, agencies and small sales teams.Nov 1, 2026Business
AI Productivity Tools in 2026: ChatGPT, Claude, Reclaim and More
Choose one AI productivity tool per job: calendar, tasks, email, meetings, dictation, research and automation. Clear picks and alternatives.Nov 1, 2026AI
Fillout Review
Fillout reviewed for lead capture, payments, booking and Airtable workflows, with documented limits and a clear verdict for each use.Nov 1, 2026Business
Runable Review
Runable's research, slides, websites and task automation, with credit limits, candid drawbacks and alternatives for founders and operators.Nov 1, 2026AI
Claude for Nonprofits: The Plugin and Your First Month
Understand the nonprofit plugin, eligibility, connectors and data controls, with grant, donor and board workflows for your first month.Nov 1, 2026AI
Gemini Spark: Tasks, Connected Apps and Business Limits
Gemini Spark is now Task. Learn how recurring work runs, which apps connect, who gets access, and where business workflows need human review.Nov 1, 2026AI
Google Jules Shutdown: Export Your Work and Move On
The Google Jules shutdown timeline, export steps, API uncertainties and migration paths to Antigravity, Codex, Claude Code and GitHub Copilot.Nov 1, 2026Build
Smolagents: How Code Agents Work and When to Use Them
How smolagents uses Python actions, tools and sandboxes, with a small example and clear choices against LangGraph and the OpenAI Agents SDK.Oct 31, 2026Build
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, 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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