Sixteen years in, AI writes my code. Here’s what I’m still for.
One engineer’s journey through faster code, rising AI bills, and the work that still needs a human.
Writing
AI
Notes on AI platforms, agent quality, and how software engineering is changing.
What 3Blue1Brown’s case for math teaches software engineers in the age of AI
AI will not make software engineers obsolete. It moves the value of the work from writing code toward judgment, trust, and people.
Beyond Text Streams: Building Interactive Micro-Frontends with MCP Apps
Why conversational AI needs rich visual components, and how to embed sandboxed interactive widgets into agent chat using MCP.
ISO 42001 for Agentic AI: An Architecture Guide to the AI Management Standard
What the ISO/IEC 42001 standard means when systems move from passive text generation to autonomous, tool-using agents.
The Token Vault: Secure OAuth Delegation and Identity for AI Agents
Why AI agents need their own first-class cryptographic identity alongside user delegation, and how a Token Vault enables secure tool execution.
Resilient Multi-Cloud LLM Gateways: Routing, Rate Limits, and Failovers
How to design a production model gateway that handles provider outages, rate limits, and latency spikes across multiple cloud providers.
Responsible AI for Autonomous Systems: Principles Beyond Traditional Chatbots
Why safety frameworks must shift from regulating text output to constraining real-world actions when agents use tools.
Building an Enterprise MCP Tool Broker: Turning OpenAPI into Agent Tools
How to connect AI agents to hundreds of existing internal APIs dynamically using the Model Context Protocol.
Making Sure AI Agents Play Nice: A Look at How We Evaluate Them
An in-depth analysis of evaluation frameworks for AI agents, covering conversational, autonomous, and multi-agent systems with practical insights and methodologies.
Building Scalable Agentic AI Platforms: A Technical Deep Dive - Part 2
A technical deep dive into the four core platform modules: LLM gateways, MCP tool brokers, secure execution sandboxes, and unified telemetry.
Building Scalable Agentic AI Platforms: A Technical Deep Dive - Part 1
An in-depth exploration of architectural patterns and best practices for building enterprise-grade AI platforms that scale.