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AI
AI Agents
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Field Notes
LLM
LLMOps
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software engineering
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Jul 26, 2026
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3 min read
Refining agentic engineering velocity metrics we need to measure for engineering velocity and developer productivity.
+2
Jul 24, 2026
6 min read
What a Skills-vs-MCP benchmark reveals about where models should reason, where code should execute, and what enterprise teams should measure.
Jun 21, 2026
Why AI companies need leaders who can go deep with developers, wide with engineering leaders, and turn field insight into product and market direction
May 14, 2026
1 min read
Apr 11, 2026
2 min read
A case study comparing baseline prompting, embedded policy context, and retrieval-based policy guidance in an AI-assisted coding workflow using NVIDIA NIM.
Apr 5, 2026
11 min read
Why I chose Jinja over a frontend framework for my policy enforcement AI coding engine
+3
Mar 22, 2026
10 min read
What conversations with professional software engineers reveal about people, process, and messy systems they begrudgingly work with.
Mar 14, 2026
Inside the SDLC traceability gap I kept hearing about at DevNexus
Mar 11, 2026
Mar 8, 2026
7 min read
What I heard from enterprise engineers at DevNexus about speed, standards, and software integrity.
Jan 4, 2026
Oct 22, 2025
16 min read
A Comprehensive Guide to Red Teaming LLM-Integrated Applications