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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.
Agentforce Pricing: Flex Credits, Conversations and User Plans
Salesforce Agentforce pricing: Flex Credits, conversations, user licenses, edition prerequisites and cost examples from current Salesforce sources.Oct 26, 2026AI
Multi Agent Systems: When One Agent Beats a Team
When should you split one LLM agent into several? Compare supervisors, hierarchies, handoffs and group chat, with a task-based decision table.Oct 26, 2026Build
Prompt Injection: Direct and Indirect Attacks in AI Agents
Understand direct and indirect prompt injection, how agents expose business data, and the safeguards to use before connecting an inbox or CRM.
Oct 26, 2026Build
GraphRAG: How It Works and When to Use It
How Microsoft GraphRAG answers questions across documents, what drives indexing work, and when to use it instead of vector, hybrid or agentic RAG.Oct 26, 2026Build
NIST AI RMF: What It Asks and Your First 30 Days
Understand NIST AI RMF, its four functions and Generative AI Profile, with a 30-day plan and evidence a small team can show customers.Oct 26, 2026AI
ChatGPT Agent: What Replaced Agent Mode
ChatGPT agent is retired. Find where browser work, apps, takeover and scheduled tasks live now, plus current access and the next steps.Oct 26, 2026AI
Notion vs ClickUp: Choose by How Your Team Works
Notion vs ClickUp for small teams: compare docs, projects, built-in AI, credit rules and migration gaps to choose one workspace.Oct 25, 2026AI
LearnWorlds Review
LearnWorlds review for consultants and coaches: interactive video, assessments, AI tools, mobile apps, plan limits and who should choose another platform.Oct 25, 2026Business
Unbounce Review
Unbounce reviewed for paid traffic: the builder, A/B testing, AI, integrations and domain publishing, plus the limits that decide who should buy it.Oct 25, 2026Business
AI Agent Architecture: The Production Map
Map the model, tools, memory, orchestration, approvals and evaluation behind a production AI agent, with a support workflow and buy-versus-build decisions.Oct 25, 2026BuildThe lanes.Pick the one you came for.
266 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.315 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.124 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.211 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 run972–976 / 976
v2.1.141 Fixed My 3 Claude Code Hook Bugs
A practical upgrade guide for senior devs already running Claude Code hooks in production. Walks through the three concrete fixes that landed in v2.1.139 to v2.1.141 (terminalSequence for headless notifications, args:string[] for…May 14, 2026Build
14-Day GEO Playbook: Get Cited by ChatGPT & Perplexity
A 14-day execution plan for getting cited by ChatGPT, Claude, and Perplexity that ignores traditional keyword work and rebuilds around the four citation surfaces AI engines actually pull from: structured answer blocks, Reddit threads,…May 14, 2026Business
Cursor Cloud Agents May 2026: 2 gaps it still can't close
Cursor's May 13 release moves cloud agent environments from demo infra to production tooling. The release is real, the numbers are real, and the SERP is reading it wrong. This piece argues the real choice isn't managed-versus-DIY, it is…May 14, 2026AI
Claude for Small Business: What It Kills in a $50K Stack
On May 13 Anthropic launched Claude for Small Business, a Cowork add-on with eight native connectors and fifteen ready-to-run agentic workflows priced at zero incremental cost on top of an existing Claude license. This piece is the…May 14, 2026AI
Cloudflare's '100x engineer', a 6-agent operator's take
Matthew Prince cited 2x-100x AI productivity gains to justify 1,100 layoffs. I run 6 production agents on the exact stack he's describing. The 100x engineer framing is conceptually wrong, and founders copying it into H2 headcount plans are about to cut the wrong people.May 12, 2026BusinessPrefer this site in Google
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