Writing
Writing on AI systems and production engineering
Practical writing on building AI systems that work at scale — retrieval quality, observability, access control, and the delivery problems most tutorials skip.
May 29, 2026
AI App Development Cost: What CTOs Need to Know
Discover the true costs of AI app development with insights for CTOs. Learn budgeting strategies and avoid common pitfalls. Book a free consult today!
May 16, 2026
Agentic Workflows Explained: Real Business Examples (Not Demos)
Agentic workflows go beyond chatbots — AI that takes actions across multiple systems to complete real business tasks. Here are concrete examples from actual deployments, not demos.
May 16, 2026
AI Layoffs 2026: What's Real, What's PR, and What Actually Matters for Your Business
In 2025, companies attributed 55,000 layoffs to AI. But experts say much of it is 'AI washing.' Here's an honest breakdown of what's real, what's spin, and what it means for workers and businesses.
May 16, 2026
AI Readiness Assessment: Is Your Business Actually Ready for AI?
Before you invest in AI, run this assessment. 6 dimensions, honest scoring, and a clear implementation roadmap based on where your business actually stands.
May 16, 2026
How to Use Claude Code: A Real-World Tutorial
Claude Code is Anthropic's agentic coding tool that runs in your terminal. This hands-on tutorial covers setup, real workflows, and when it beats Cursor or GitHub Copilot.
May 16, 2026
MCP vs API: What's the Difference and Why It Matters for AI Development
MCP (Model Context Protocol) and traditional APIs both connect AI to external systems — but they work very differently. Here's the practical difference and when to use each.
May 16, 2026
Vibe Coding Explained: What It Is, Why Developers Are Divided, and What It Actually Means
Vibe coding means building software by describing what you want in natural language and letting AI write the code. Is it real engineering? A working developer's honest take.
May 16, 2026
What Are AI Agents? A Plain-English Guide for Business Leaders
AI agents are AI systems that take actions, not just generate text. This plain-English guide explains what they are, how they differ from chatbots, and what they can actually do for your business.
May 16, 2026
What Is a Forward Deployed Engineer? The Role Reshaping AI Consulting
Forward deployed engineers are the fastest-growing role in AI. Learn what they do, why companies like OpenAI and Palantir are hiring them at scale, and what this means for your business.
January 22, 2025
Evaluating retrieval quality when the corpus won’t sit still
How we measure retrieval quality across offline harnesses, production sampling, and observability pipelines when documents change daily.
January 18, 2025
LLM IAM patterns for agentic teams
A field guide for propagating identity, enforcing least privilege, and keeping audit trails intact inside modern agentic stacks.
January 12, 2025
Production RAG checklist for leaders who need measurable answers
A pragmatic checklist for shipping retrieval-augmented generation systems that auditors, analysts, and operations teams can trust.
January 5, 2025
Why agentic applications fail before they ever see production
The most common failure patterns we see when teams ship AI agents without IAM, retrieval evaluation, or observability baked in from day zero.
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If you're dealing with a specific problem — or you're not sure yet whether what you're building is going to hold up — I'm happy to spend 30 minutes on a call to find out.
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