📰 Dev.to · Praveen
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⚡ AI Lessons
Dev.to · Praveen
1d ago
Your Code Review Process Is Verbal. Here's What a Machine-Verifiable Proof of AI Code Safety Looks Like.
Most code review processes produce one artifact: a merged PR. Someone approved it. The review...
Dev.to · Praveen
⚡ AI Lesson
2d ago
"Co-authored-by: Copilot" Is Not an Audit Trail — Here's What One Actually Looks Like
In late April 2026, Microsoft shipped VS Code 1.117. Buried in the release was a change: the...
Dev.to · Praveen
3d ago
Why Your AI Capture Store Needs Two Security Layers (Not One)
Liquid syntax error: Unknown tag 'lineage'
Dev.to · Praveen
5d ago
You Cannot Retroactively Capture AI Code Provenance. Here Is What You Lose Every Day You Wait.
There is a failure mode in AI code governance that does not get enough attention because it is...
Dev.to · Praveen
2w ago
Enterprise AI Governance Starts With Identity, Not Inference
The mistake most teams make with AI governance is starting in the wrong place. They start with model...
Dev.to · Praveen
2w ago
From "Who Wrote This?" to "Provenance, Actioned": Making AI-origin code obvious during review
TL;DR: The most useful provenance is actionable provenance. Instead of storing prompts like a dusty...
Dev.to · Praveen
2w ago
How teams can add a custom LineageLens adapter — a practical, code-free guide
Problem Many engineering teams run private LLMs or internal CLI tools that do not emit vendor...
Dev.to · Praveen
2w ago
What enterprises are actually buying when they adopt LineageLens
The mistake is to think enterprises adopt LineageLens because they want more visibility into AI. They...
Dev.to · Praveen
3w ago
AI provenance systems need one shared record contract
AI provenance systems usually fail in a boring way: the data exists, but different parts of the...
Dev.to · Praveen
🛡️ AI Safety & Ethics
⚡ AI Lesson
3w ago
Why AI provenance tools fail when their layers disagree
Most people think the hard part of an AI provenance tool is capturing the prompt or parsing the model...
Dev.to · Praveen
3w ago
Title: LineageLens: A "Git Blame" for AI-Generated Code
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built When an...
Dev.to · Praveen
1y ago
Building an AI-Powered E-Commerce Support Chatbot using langchain.js : A Step-by-Step Guide
E-commerce businesses rely on efficient customer support to enhance user experience and drive...
Dev.to · Praveen
2y ago
Learning the Basics of Large Language Model (LLM) Applications with LangChainJS
LangChainJS is a powerful tool for building and operating Large Language Models (LLMs) in JavaScript....
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