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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 run108–131 / 890

Linear MCP
Connect Linear to Claude, ChatGPT, Cursor and Codex. Understand tools and permissions, then use worked triage, spec and cycle-report examples.Oct 13, 2026Build
LangChain vs LangGraph
Choose LangChain or LangGraph for your app: current agent APIs, matching Python examples, migration tradeoffs and verified LangSmith deployment pricing.Oct 13, 2026Build
Agentic RAG: What It Is and How to Build It
Agentic RAG versus classic retrieval: support, sales and finance examples, a small build, verified tool prices, and what to measure.Oct 13, 2026Build
Manus Alternatives in 2026: ChatGPT Agent, Runable, Genspark, Claude and More
Compare seven Manus alternatives by job, from Runable and Genspark to ChatGPT and Claude, with current prices, credit rules and clear reasons to switch.Oct 12, 2026AI
Amp Code Review
Amp Code reviewed: current pricing, free tier, models, editor support and team features, plus when to choose Claude Code or Codex.Oct 12, 2026Build
Playwright MCP: Setup, Browser Tests, and Limits
Give Claude Code, Codex, Cursor, or VS Code a real browser. Exact setup, practical tests, a worked checkout failure, and the safety limits.Oct 12, 2026Build
ChatGPT Ads: Self-Serve Pricing, Markets and Measurement
How ChatGPT ads work: eligible users, markets, self-serve bidding, budget minimums, Pixel and Conversions API measurement, and who should test.Oct 12, 2026Business
Cursor Bugbot
What Cursor Bugbot checks, exact repository setup, usage-based billing, rules, Autofix, and current CodeRabbit and Greptile prices.Oct 12, 2026Build
Cline vs Claude Code 2026
Cline vs Claude Code: current plans, light and heavy monthly bills, model choice, editor and cloud support, and the limits that decide which to use.Oct 12, 2026Build
Best Claude Code Plugins 2026: Superpowers, Context7 and More
Compare nine Claude Code plugins for review, testing, docs, design, deployment and memory, with verified install commands, costs and safety checks.Oct 12, 2026Build
LiteLLM vs OpenRouter
Compare LiteLLM and OpenRouter on keys, billing, fallbacks, budgets, caching and data handling, with a worked monthly bill and switching rules.Oct 12, 2026Build
Claude Code Plan Mode
Use Claude Code Plan Mode for multi-file changes. Exact commands, settings, plan edits, auto mode behavior and a worked refactor example.Oct 12, 2026Build
Midjourney Alternatives 2026: GPT Image, Nano Banana, Ideogram, Recraft, Firefly and Flux
Compare six Midjourney alternatives for business: current app plans, API prices, commercial terms, text editing, brand graphics and team billing.Oct 12, 2026Design
Devin vs Claude Code 2026
Devin or Claude Code? Compare cloud delegation, local coding, integrations, and verified monthly bills for solo founders and five-person teams.Oct 12, 2026Build
A2A Protocol: What It Is, MCP vs A2A, and When to Use It
A2A explained for builders: MCP vs A2A, Agent Cards, tasks, artifacts, v1.0 changes, platform support, and when to use both.Oct 12, 2026Build
Deno Deploy Alternatives in 2026: Cloudflare Workers, Netlify, Supabase, Vercel and Val Town
Where to move Deno Deploy functions, KV, cron, queues and static sites, with current prices and the work each migration requires.Oct 12, 2026Build
Claude Agent SDK
Put Claude Code’s agent loop inside your app. Compare the SDK with the Messages API, configure tools and permissions, and build a first agent.Oct 12, 2026Build
ElevenLabs Review
ElevenLabs reviewed for business: voice control, cloning, dubbing, Agents, API costs, credits and commercial-use terms.Oct 12, 2026Design
Instantly AI Review
Is Instantly worth it for cold email? Current plans, lead credits, warmup limits, CRM, support and the mailbox costs that change the decision.Oct 12, 2026Business
Claude Code to Figma
Bring live screens into editable Figma frames, connect Claude Code once, and take a three-screen onboarding flow from code to canvas and back.Oct 12, 2026Design
tmux Claude Code
Set up tmux for Claude Code with the documented config, a session per worktree, SSH reattachment, and optional split-pane agent teams.Oct 12, 2026Build
Gemini vs Perplexity
Choose Gemini or Perplexity for work research: cited answers, reports, Drive access, data controls, and verified costs for one seat and ten.Oct 12, 2026AI
Hermes Agent vs OpenClaw
Compare Hermes Agent and OpenClaw for business errands: learned skills, chat routing, security, migration, and the same model workload priced on both.Oct 12, 2026AI
Ollama vs vLLM
Choose Ollama or vLLM by workload, GPUs, and model size. Compare setup, concurrency, quantization, API compatibility, and migration costs.Oct 12, 2026BuildPrefer 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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