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.
Writing
Architecture
Notes on AI platforms, agent quality, and how software engineering is changing.
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.
EKS Auto Mode for Agentic AI Platforms: The Case For and Against
Why platform engineers building agentic AI systems choose Amazon EKS Auto Mode over Fargate and ECS, and the real-world trade-offs to watch out for.
Measure Once, Distribute Everywhere: A Central Telemetry Engine for GenAI
How to handle high-cardinality GenAI traces by ingesting once with OpenTelemetry and forking into APM, billing, and ClickHouse.
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.
Network Segmentation for AI Systems: Containing Blast Radiuses in Agent Architectures
Why flat virtual networks are dangerous for AI systems, and how to design isolated network zones to prevent SSRF and data exfiltration.
Why Traditional API Gateways Break with Generative AI
How streaming tokens, minute-long connections, and token-based rate limits break standard enterprise API proxies.
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.
Building Scalable Agentic AI Platforms: A Technical Deep Dive - Part 2
An in-depth exploration of architectural patterns and best practices for building enterprise-grade AI platforms that scale.
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.