Whether you're looking for an angel investor, a growth advisor, or just want to connect — I'm always open to great ideas.
Get in TouchThoughts on AI, startups, product, and investing.
Get weekly insights on AI, startups & growth. No spam.
The real reasons AI agent projects fail in production — from hallucination cascades and cost blowups to evaluation gaps and the POC-to-production chasm.20 min read
Technical guide to building voice AI agents — platform comparison, latency optimization, architecture patterns, and real cost analysis for ElevenLabs, Vapi, Retell, and native multimodal models.20 min read
Curated guide to the best open-source AI agent projects in 2026 — browser automation, coding agents, research agents, and infrastructure tools with production readiness ratings.22 min read
Architecture patterns for multi-agent systems — from Google's A2A protocol and swarm coordination to supervisor-worker and pipeline patterns with production trade-offs.22 min read
Step-by-step guide to building a production AI agent — from the ReAct loop and tool calling to MCP integration, memory, and deployment.24 min read
How to test, benchmark, and evaluate AI agents for production — from eval frameworks and golden datasets to CI/CD pipelines and quality gates.20 min read
The complete threat model for AI agents in production — from prompt injection and memory poisoning to sandboxing, guardrails, and the NIST framework.22 min read
How to monitor, trace, and debug AI agent systems in production — platform comparison, OpenTelemetry patterns, cost tracking, and the metrics that actually matter.20 min read
How to build AI agents that actually remember — from working memory and RAG pipelines to vector stores, knowledge graphs, and persistent context management.20 min read
Deep technical comparison of every major AI agent framework in 2026 — architecture, DX, production readiness, and when to use each one.22 min read
Security questionnaires average 400+ questions and kill deals. Products that treat compliance as a feature close enterprise deals 35% faster. Here's the playbook.29 min read
Product ops is being reinvented. AI agents now handle reporting, data syncing, and prioritization — transforming product ops from process police into decision infrastructure architects.26 min read
40% of organizations adopting AI-driven observability by 2027. Product teams are shifting from periodic analytics to real-time data observability as critical infrastructure.27 min read
61% of enterprise buyers prefer outcome-based pricing. Per-seat doesn't work when AI replaces labor. Here's a product leader's guide to designing, implementing, and operationalizing outcome-aligned revenue models.29 min read
40% of enterprise apps are embedding AI agents by end-2026, but only 2% have deployed at scale. Here's the complete architecture playbook for building products where agents are the primary interface.28 min read