Building Agentic AI
Build agentic AI that works in production.
Practical field notes, articles, and hands-on help for engineers, architects, and technology leaders building agentic AI systems in real organizations.
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What I help with
Evaluate
Is your agentic AI demo ready for the real world? A senior second opinion before scale.
See how I can help → 02Design
Architecture, evals, governance, cost, reliability. The hard parts done with judgment.
See how I can help → 03Ship
Turn an idea into a working agentic system. Scoped, fixed price, real code.
See how I can help →Try it
Watch the agent work, and book a real call.
A scheduling assistant built as an agent. Its reasoning and tool calls appear in the transcript as it runs. Chat with it and book a 30-minute intro on Muhammad's calendar.
The point
An agent is software that uses a language model to decide what to do next, takes that action, looks at what came back, and decides what to do after that. Everything else is plumbing.
- Jul 19, 2026 Enterprise
Turn Up AI Autonomy Gradually, Like a Dial, Not an On/Off Switch
Autonomy is not an on/off property of an agent. It is a per-task setting you turn up gradually as the agent earns trust. Here is the dial, and how to move it.
- Jul 14, 2026 Enterprise
The AI Agent Production Readiness Checklist
Twelve checks that decide whether an agent ships. Any red holds the launch until it is green or covered by a control, except four hard blocks that cannot be covered.
- Jul 05, 2026 Enterprise
Forward Deployed Engineering: Why Agentic AI Doesn't Ship Itself
Forward Deployed Engineering feels new because AI vendors finally named it. The mid-2026 wave of billion-dollar commitments is the market admitting agentic AI does not ship itself.
- Jul 05, 2026 Enterprise
LangGraph for Voice AI Agents: Strengths, Limits, and Production Risks
LangGraph is the stateful control-flow brain for a voice agent, not the real-time media layer. Where it fits, where it breaks, and how to compose it for production voice.