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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.

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, 2026AI
Playwright vs Selenium in 2026
Playwright vs Selenium for browser tests: compare architecture, browsers, waiting, parallel runs, AI agents, and migration effort.Oct 19, 2026BuildThe lanes.Pick the one you came for.
230 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.278 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 run204–227 / 890

Best Web Scraping Tools in 2026: Firecrawl, Bright Data, Browse AI, and Context.dev (Compared)
Choose web scraping tools by the job: agent-ready pages, no-code monitoring, or collection at scale. Eight tools with verified prices and billing units.Oct 6, 2026Build
Agent Memory Explained: Context, Sessions, Stores and Costs
Agent memory explained for builders: context, sessions, long-term stores, files and skills, provider costs, and fixes for stale facts and user leaks.Oct 5, 2026Build
Close CRM Pricing (2026): What 1 to 10 Reps Pay
Close CRM pricing for 1, 3, 5 and 10 reps, including annual billing, Call Assistant, phone lines, Chloe credits and usage charges.Oct 5, 2026Business
Wispr Flow Alternatives (2026): VoiceOS, Superwhisper, Aqua Voice, Willow and Monologue
Compare VoiceOS, Superwhisper, Aqua Voice, Willow and Monologue by work task, current price, offline privacy, team controls and coding-agent input.Oct 5, 2026AI
AI Agent Examples: 13 Small Business Jobs and What They Cost
13 AI agent examples for small businesses: what runs the job, what a person checks, and current prices from Tidio, Vida, MindStudio and more.Oct 5, 2026AI
Pinecone Pricing (2026): What 1M to 100M Vectors Cost
Pinecone pricing verified October 2026: free Starter, $20 Builder, paid minimums, and costs for 1M to 100M vectors at stated query volumes.Oct 5, 2026Build
Lovable Alternatives (2026): Emergent, Blink, Bolt, Replit and Base44
Compare Lovable alternatives by credit costs, backend depth and code export. Live pricing for Emergent, Blink, Bolt, Replit, Base44 and v0.Oct 5, 2026Build
SE Ranking Review (Verified October 2026)
SE Ranking's current prices, SEO limits and AI tracking, compared with Semrush and Ahrefs. Who should buy Core, Growth or skip it.Oct 5, 2026Business
LLM Observability Tools in 2026: Costs by Team Size for Langfuse, LangSmith, Helicone, Arize Phoenix, Braintrust and Datadog (Compared)
Compare six LLM observability tools by team size, pricing at 100,000 monthly runs, self-hosting licenses and OpenTelemetry support.Oct 5, 2026Build
Monday CRM Pricing (2026): Seats, AI and the Annual Bill
monday CRM prices verified October 2026: annual bills for 3, 5 and 10 seats, AI inclusions, and the cost comparison with Pipedrive and HubSpot.Oct 5, 2026Business
ElevenLabs Alternatives: Murf, MAI-Voice-2, OpenAI TTS and Cartesia (Verified October 2026)
Compare ElevenLabs, Murf, MAI-Voice-2, OpenAI, Cartesia, Google and Speechify by studio or API job, with verified prices and switching costs.Oct 4, 2026Design
How to Use OpenCode
Install OpenCode, connect existing model access, run a real coding task, configure AGENTS.md and plugins, and understand API and Zen costs.Oct 4, 2026Build
Netlify Pricing (2026): What a Month Costs in Credits
Netlify's current Free, Personal and Pro prices, credit rates, and monthly budgets for a marketing site, Next.js app and 10-site agency.Oct 4, 2026Build
Softr Review (Verified October 2026)
Softr review for client portals and internal tools: current monthly and annual prices, user and record limits, AI features, and the plan to choose.Oct 4, 2026Build
Pipedrive vs HubSpot in 2026 (Verified October 2026)
Pipedrive vs HubSpot for small sales teams: monthly and annual prices, five-seat year-one costs, free CRM limits and AI features by tier.Oct 4, 2026Business
Claude API Pricing (2026): Model Rates and Three App Budgets
Claude API model, cache, batch and tool costs, verified October 2026. Three app budgets and when Pro or Max costs less for personal work.Oct 4, 2026AI
Best Social Listening Tools in 2026: Brand24, Awario, Sprout Social, Brandwatch, Talkwalker and Mention (Compared)
Compare social listening tools by budget, mention limits, sources and alert speed. Brand24, Awario, Sprout Social, Brandwatch, Talkwalker and Mention.Oct 4, 2026Business
Claude Code Alternatives: Pi, Codex CLI, OpenCode and Gemini CLI (2026)
Compare Pi, Codex CLI, OpenCode and Gemini CLI with Claude Code: current plans, monthly model costs, open-source limits and switching advice.Oct 4, 2026Build
MCP Gateway: What It Does, When You Need One, and Costs
What an MCP gateway controls, when a small team needs one, and the costs of Cloudflare, Docker, and Lasso options.Oct 4, 2026Build
OpenAI API Pricing (2026): GPT-6.1 Sol and Three App Budgets
OpenAI API rates verified October 2026, with GPT-6.1 Sol, Luna and Astra budgets plus voice, images, search and container costs.Oct 3, 2026Build
Pi Coding Agent
Set up Pi 1.0, connect your existing model account, add AGENTS.md and complete a first task. Includes provider pricing and honest limits.Oct 3, 2026Build
Instantly Pricing (2026): Outreach, Credits and the Full Monthly Bill
Instantly starts at $47, but data and mailboxes cost extra. Compare Outreach, Credits, bundles and three budgets, verified October 2026.Oct 2, 2026Business
Apollo Pricing (2026): What One to Five Reps Pay
Apollo plans, credit costs and dialer fees verified in October 2026, with annual budgets for one, three and five sales reps.Oct 2, 2026Business
Cal.com vs Calendly (Verified October 2026)
Cal.com vs Calendly: verified monthly and annual prices, free plans, routing, payments, and costs for 1, 5 and 20 seats.Oct 2, 2026BusinessPrefer 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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