https://vivekchopra.com Notes on AI-native platforms, regulated markets, scaling engineering orgs, and operational reliability. en-us https://vivekchopra.com/posts/ai-generated-code-guardrails A four-layer guardrails model for AI-generated code (scope, structural, behavioral, human verification), plus notes on a shrinking architectural half-life. Sun, 17 May 2026 07:00:00 GMT https://vivekchopra.com/posts/ai-generated-code-guardrails ai, engineering, testing, code-review, architecture https://vivekchopra.com/posts/death-to-scrum If the process of software development is changing this dramatically, what happens to Scrum? Thu, 07 May 2026 07:00:00 GMT https://vivekchopra.com/posts/death-to-scrum agile, scrum, engineering-leadership, ai https://vivekchopra.com/posts/new-sdlc AI is compressing the development cycle and changing how product, engineering, design, QA, and security teams operate. Sun, 26 Apr 2026 07:00:00 GMT https://vivekchopra.com/posts/new-sdlc ai, engineering, sdlc, engineering-leadership https://vivekchopra.com/posts/llm-appsec The old model of security patches cannot survive contact with systems that operate at machine speed. Tue, 07 Apr 2026 07:00:00 GMT https://vivekchopra.com/posts/llm-appsec security, ai, llm, appsec https://vivekchopra.com/posts/spec-driven-development LLMs have no context. You have to give it to them. Sun, 05 Apr 2026 07:00:00 GMT https://vivekchopra.com/posts/spec-driven-development ai, engineering, llm https://vivekchopra.com/posts/ai-coding-changed For most of the past year my view on AI coding tools was old-fashioned. Something has changed. Tue, 03 Mar 2026 08:00:00 GMT https://vivekchopra.com/posts/ai-coding-changed ai, engineering, llm https://vivekchopra.com/posts/ai-agent-auth OAuth gives us delegated access, but by itself it can't ensure that autonomous agents stay inside the guardrails. Tue, 10 Jun 2025 07:00:00 GMT https://vivekchopra.com/posts/ai-agent-auth ai, security, oauth, agents https://vivekchopra.com/posts/managing-by-metrics How to select, use, and think about engineering metrics. The difference between good metrics and the ones that just make you feel good. Mon, 07 Oct 2024 07:00:00 GMT https://vivekchopra.com/posts/managing-by-metrics engineering-leadership, metrics, reliability https://vivekchopra.com/posts/engineering-culture Culture is the default way a team operates when no one is watching. Fri, 12 Apr 2024 07:00:00 GMT https://vivekchopra.com/posts/engineering-culture engineering-leadership, culture, org-design https://vivekchopra.com/posts/giving-negative-feedback Most managers either put off negative feedback or reach for the sandwich method. Wed, 08 Aug 2018 07:00:00 GMT https://vivekchopra.com/posts/giving-negative-feedback engineering-leadership, people-management https://vivekchopra.com/posts/parsing-text-files-shell I spent years reaching for awk before landing on something simpler, built right into how the shell reads data. Sat, 25 Jul 2015 07:00:00 GMT https://vivekchopra.com/posts/parsing-text-files-shell shell, bash, unix https://vivekchopra.com/posts/nine-years-of-scrum Nine years of scrum, with varying degrees of rigor. Mon, 01 Jun 2015 07:00:00 GMT https://vivekchopra.com/posts/nine-years-of-scrum agile, scrum, engineering-leadership