What's keeping me busy lately
We Built an AI System to Find Unlawful Prison Sentences. Itβs Already Getting People Out.
Justice Audit analyzes prison data, flags sentences that exceed statutory limits, and hands the cases to lawyers who know what to do with them. That is the full stack of what legal tech is supposed to do.
ardeearam/jira-rest-claude-code-skill: A Claude Code Skill that can be used to access JIRA via the REST API.
Still learning the ropes of Claude Code skills, so I started with something small: a Jira REST skill, stdlib only, no MCP server needed. The Jira part is almost beside the point. What I'm really exploring is the pattern -- giving Claude Code structured, credentialed access to external context so it can operate the way engineers actually work. Early days, but the direction feels right.
AI in Legal Workflows Raises a Hard Question: Who Owns the Risk? | Law.com
AI capability is only half the story in legal. The harder question: Who owns the risk when an agentic workflow mishandles privileged information, introduces bias, or compromises evidence? In legal environments, accountability doesn't transfer to the vendor; it stays with the organization. This is why governance frameworks matter more than raw automation speed.
NetDocuments Reveals Smart Answers and New Integrations
NetDocuments now lets lawyers query their firm's own document history in plain language -- with citations -- while Claude and other AI models connect directly into that content via MCP. The DMS is no longer a filing cabinet; it is becoming the intelligence layer that every other legal tool has to route through.
Property Technology in the Philippines: Trends and Insights | Housinginteractive Blog
Tech alone isn't enough in Philippine real estate. The winning formula still needs a licensed broker who understands both the platform and the people.
Claude's Biggest Update Just Dropped... (Computer Use)
Computer Use outside code. This is coming to legal tech. Autonomous workflows for document review, contracts, due diligence. Not if, but when.
9 AI Skills You MUST Have to Get Ahead of 99% of People
For legal-tech work, especially, you can't NOT know this stuff.
First look at using Atlassian MCP server with Cursor : r/cursor
Imagine what AI can do once it can tap into the vast Confluence knowledge base of your law firm. Documentation, precedents, and case history all accessible to your AI agent in real time.
My Journey to Agentic Software Development: Teaching an Old Dog New Tricks | Ardee Aram dot DEV
I went from asking simple coding advice from ChatGPT and Gemini to giving Cursor the keys to my AWS account.
KlaudSol Quizzers
A serverless, Rails-based, Agentic dev POC.
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My Journey to Agentic Software Development: Teaching an Old Dog New Tricks
I went from asking simple coding advice from ChatGPT and Gemini to giving Cursor the keys to my AWS account.
AI-Powered Image Search Engine with Amazon Bedrock: A Comprehensive Guide
Learn how to build an AI image search engine that auto-labels photos - no manual encoding needed. Upload, and let the system do the rest.
AI Is Not the Future β It is Now
How IT Graduates Can Survive and Thrive in the Artificial Intelligence Era
Serverless AI: Deploy Hugging Face Models on SageMaker for Less Than the Cost of a Burger
A Step-by-Step Guide on Deploying and Hosting Hugging Face π€ Models on AWS SageMaker Serverless
How to make a Retrieval Augmented Generation (RAG) solution quickly with Amazon Bedrock and Django
Let's build a simple RAG solution using Bedrock and Django. This is a great introductory project when trying to learn more about Large Language Models and AI Integration.
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