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 run84–107 / 891
Gemini 4 Argon vs Opus 5.5
Compare Gemini 4 Argon and Opus 5.5 on coding, research, access and limits, with the same jobs priced at Argon’s intro and December rates.Oct 14, 2026AI
How to Use NotebookLM
Turn your documents into cited answers and business briefs with NotebookLM. Current plans, source limits, Studio outputs and five practical workflows.Oct 14, 2026AI
Base44 Alternatives 2026: Lovable, Bolt, Replit, v0, Emergent, Blink and Whacka
Compare Lovable, Bolt, Replit, v0, Emergent, Blink and Whacka on current pricing, code export, databases, hosting and mobile apps.Oct 14, 2026Build
What Is Agentic AI? A Business Owner's Guide
Agentic AI explained with five product examples, chatbot and workflow differences, business uses, costs, and questions to ask vendors.Oct 14, 2026AI
vLLM vs SGLang
Compare vLLM and SGLang for agents and RAG: current releases, hardware, caching, JSON, LoRA, deployment and GPU cost calculations.Oct 14, 2026Build
Framer AI?
Framer AI reviewed from current docs: editable site generation, agents, CMS, forms, translation, exact pricing and who should choose Webflow or Lovable.Oct 14, 2026Design
Enterprise AI Agents 2026: Gemini Enterprise, Copilot Studio, ChatGPT Work, Claude Enterprise, Agentforce and Airia (Compared)
Compare six enterprise AI agent platforms by stack, connectors, building tools, permissions, audit logs, approvals, retention and verified pricing.Oct 14, 2026AI
Agentic Commerce: What Store Owners Should Do Now
What agentic commerce means for your store: OpenAI ACP, Google AP2 and UCP, Shopify eligibility, payment requirements and a five-step checklist.Oct 13, 2026Business
LlamaIndex vs LangChain
Choose LlamaIndex or LangChain for RAG and agents: current versions, MIT licences, short Python examples, paid-service costs and when to combine both.Oct 13, 2026Build
Grok vs Claude
Grok vs Claude for founders: current models, plans, API costs, coding agents, live research, context windows and business data policies.Oct 13, 2026AI
AI Phone System 2026: Weave, CloudTalk, KrispCall, Calilio, RingCentral, Nextiva & Dialpad (Compared)
Compare Weave, CloudTalk, KrispCall, Calilio, RingCentral, Nextiva and Dialpad: verified AI features, plan prices, countries and CRM limits.Oct 13, 2026Business
Ideogram AI
Is Ideogram AI worth keeping for text in images? Compare 4.5 editing, current plans, direct API costs, commercial terms and practical limits.Oct 13, 2026Design
What Is MCP? Model Context Protocol Explained
What MCP is, who maintains it, how hosts and servers work, and whether you need it. Includes MCP vs APIs, app support and security checks.Oct 13, 2026Build
Claude Cowork: Cloud Tasks, Files, and Business Workflows
What Claude Cowork does, which plans include it, and how cloud tasks change recurring reports, files, and business operations.Oct 13, 2026AI
Goose AI Agent
Goose reviewed: desktop and CLI setup, model providers, MCP extensions, recipes, AAIF governance, costs, and the choice against Claude Code and Codex.Oct 13, 2026Build
AI Agent Orchestration: Patterns, Approvals and Cost Controls
Choose lead agents, handoffs, graphs and durable workflows for intake, research and drafting, with human approvals, retry rules, logs and cost caps.Oct 13, 2026Build
Promptfoo Review
Promptfoo reviewed: open-source evals, red teaming, current pricing, OpenAI acquisition facts, a support-bot example, and alternatives.Oct 13, 2026Build
AI Design Tools 2026: Figma Make, Canva AI, Claude Design and More
Eight AI design tools compared by job, with verified prices and costs for one person or five: UI, landing pages, marketing assets and images.Oct 13, 2026Design
Claude Code Slash Commands
The Claude Code commands worth knowing, how skills and plugins fit, and five paste-ready team commands for reviews, fixes, migrations and changelogs.Oct 13, 2026Build
Computer Use Agent: Costs, Safety, and When to Use One
Computer use agents explained: current offerings, task costs, safety controls, and a weekly portal download with human approvals.Oct 13, 2026AI
Muse Wonder: What It Is, Pricing, and How to Get It
Meta's Muse Wonder explained: Wonder vs Full, API prices, Muse Code access, 1M context, memory claims, and when to keep Spark.Oct 13, 2026AI
Muse Wonder vs Opus 5.5
Muse Wonder and Claude Opus 5.5 match API prices. Compare model access, Meta-reported benchmarks, data policies and the right fit for agent work.Oct 13, 2026AI
Best AI Accounting Software in 2026: Dext, QuickBooks, Xero, Digits and Vic.ai (Compared)
Compare Dext, QuickBooks, Xero, Digits, Vic.ai, Zeni and Booke AI by job, current US pricing, ledger fit and accountant oversight.Oct 13, 2026AI
Context Engineering: How to Keep Agents on Task
Control what your agent sees at each step with compaction, focused retrieval, subagents, and memory. Includes Claude Code, Agent SDK, and Codex.Oct 13, 2026BuildPrefer 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.