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  "title": "Vivek Chopra",
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  "description": "Notes on AI-native platforms, regulated markets, scaling engineering orgs, and operational reliability.",
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      "title": "Thinking in public on intelligence, scale, and the hard parts.",
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      "summary": "Notes on AI-native platforms, regulated markets, scaling engineering orgs, and operational reliability.",
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      "title": "Altdown: RSS for agents*",
      "date_published": "2026-10-31T00:00:00Z",
      "date_modified": "2026-10-31T00:00:00Z",
      "summary": "Reader mode for agents, made by the publisher. A Markdown copy of each page, next to the HTML.",
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      "title": "Plan before you prompt",
      "date_published": "2026-10-03T00:00:00Z",
      "date_modified": "2026-10-03T00:00:00Z",
      "summary": "How to steer coding agents with four small documents (architecture, ADR, plan, tasks) so your team makes the design decisions instead of the agent.",
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      "url": "https://www.vivekchopra.com/posts/ai-generated-code-guardrails",
      "title": "Guardrails for AI-generated code",
      "date_published": "2026-05-17T00:00:00Z",
      "date_modified": "2026-05-17T00:00:00Z",
      "summary": "A four-layer guardrails model for AI-generated code: scope and authority, structural checks, behavioral tests, and human verification. Plus notes on a shrinking architectural half-life.",
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      "title": "Death to Scrum?",
      "date_published": "2026-05-07T00:00:00Z",
      "date_modified": "2026-05-07T00:00:00Z",
      "summary": "If the process of software development is changing this dramatically, what happens to Scrum?",
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      "title": "The New SDLC",
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      "title": "From Reading Changelogs to Finding Zero-Days: LLMs and the Future of AppSec",
      "date_published": "2026-04-07T00:00:00Z",
      "date_modified": "2026-04-07T00:00:00Z",
      "summary": "LLMs went from reading about bugs to finding them. Then from finding them to exploiting them. The trajectory from BSides SF 2025 to Project Glasswing.",
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      "title": "Spec First, Then Code",
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      "date_modified": "2026-04-05T00:00:00Z",
      "summary": "LLMs have no context. You have to give it to them. On AGENTS.md, spec-driven development, and screenshots as a way to communicate precisely.",
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      "title": "Something Has Changed With AI Coding",
      "date_published": "2026-03-03T00:00:00Z",
      "date_modified": "2026-03-03T00:00:00Z",
      "summary": "My view on AI coding tools has shifted. On spec-driven development and what Claude Opus 4.6 actually feels like to use.",
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      "url": "https://www.vivekchopra.com/posts/ai-agent-auth",
      "title": "OAuth Is Not Enough: Authorization Challenges for Autonomous AI Agents",
      "date_published": "2025-06-10T00:00:00Z",
      "date_modified": "2025-06-10T00:00:00Z",
      "summary": "OAuth gives us delegated access, but by itself it can't ensure that autonomous agents stay inside the guardrails. A look at the gaps and a proposed layered mitigation strategy.",
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      "url": "https://www.vivekchopra.com/posts/managing-by-metrics",
      "title": "Managing by Metrics",
      "date_published": "2024-10-07T00:00:00Z",
      "date_modified": "2024-10-07T00:00:00Z",
      "summary": "How to select, use, and think about engineering metrics. The difference between good metrics and the ones that just make you feel good.",
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      "title": "Engineering Culture and Principles",
      "date_published": "2024-04-12T00:00:00Z",
      "date_modified": "2024-04-12T00:00:00Z",
      "summary": "A document I wrote for my engineering team defining how we operate, what we value, and how we build the culture we are trying to create.",
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      "url": "https://www.vivekchopra.com/posts/giving-negative-feedback",
      "title": "Giving Negative Feedback",
      "date_published": "2018-08-08T00:00:00Z",
      "date_modified": "2018-08-08T00:00:00Z",
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      "url": "https://www.vivekchopra.com/posts/parsing-text-files-shell",
      "title": "Parsing Text Files in Shell",
      "date_published": "2015-07-25T00:00:00Z",
      "date_modified": "2015-07-25T00:00:00Z",
      "summary": "A cleaner way to parse delimited files in bash using IFS, and the gotchas that come with it.",
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      "url": "https://www.vivekchopra.com/posts/nine-years-of-scrum",
      "title": "9 Years of Scrum, and All I Got Is a Lousy T-shirt (Sizing)",
      "date_published": "2015-06-01T00:00:00Z",
      "date_modified": "2015-06-01T00:00:00Z",
      "summary": "Lessons learned from nine years of scrum, with varying degrees of rigor.",
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