#ai
12 posts · all posts
How Agentic AI Helped Us Beat Trino
221 queries, 7 suites, one week — how an AI assistant running automated benchmarks drove a major performance breakthrough.
Auditing a Data Platform with AI: Iterative Security Hardening
Four audit rounds with escalating AI personas found 42 security issues and removed 6,500 lines of dead code.
When the Ground Shifts Faster Than People Can Stand
A companion piece to The Human Side of the Machine Shift — exploring why AI disruption hits different minds differently, and how leadership can turn discomfort into team strength.
AI Flows: Langflow as the Platform's Intelligence Layer
Embedding Langflow as a managed AI service with auto-switching flows, MCP tool integration, and context-aware assistance.
The Art of Agents: Sun Tzu's Principles for Building Agentic AI Systems
By Jacob Verhoeks, March 2026 The cost of building software has collapsed. Claude Code ships...
How We Build Software with AI Assistants
From brainstorm to production in four phases — structured AI collaboration that produces better software than either alone.
When Your SQL Engine Understands Meaning
SQL engines know table shapes. We're adding ontologies, property graphs, vector search, and AI-native interfaces.
The AI Development Workflow: A Complete System for Working with AI Agents
A continuous cycle of ideation, planning, execution, and refinement — all driven by issues, feedback...
From Extension to Orchestration: Who Wins (and Who Gets Left Behind) in the Claude 4.6 Era
I published this morning "From Dark Flow to Real Momentum: Why Claude Opus 4.6 Feels Like an...
From Dark Flow to Real Momentum: Why Claude Opus 4.6 Feels Like an Extension of Me
The recent article from fast.ai, titled "Breaking the Spell of Vibe Coding" by Rachel Thomas...
Efficient Agentic AI Development Guide (begin 2026)
A practical guide for working effectively with AI coding agents, especially Claude Code as of begin...
The Human Touch in Digital Transformation: Beyond Just Technology
An architect's perspective on AWS's latest customer experience innovations, including Amazon Connect's AI capabilities and Polly's new synthetic voices. Discover how these technologies are making digital interactions more natural while improving efficiency and customer satisfaction.