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News
Week 9 of #100DaysOfCode: A Week of Deep Spring Learning
6+ hour, 37+ min ago (731+ words) This week, I decided to slow down and go deeper into the Spring Framework. Instead of focusing heavily on building new features, I spent most of my time understanding what happens behind the scenes in the framework I use to…...
AIOps Is More Than Just a Chatbot
6+ hour, 35+ min ago (182+ words) It started with a Discord bot React ChatBotify is an open-source project I maintain,... Tagged with ai, devops, aiops, agents....
Inside HNSW: The Graph Algorithm That Makes Your AI Agent's Memory Fast (and Sometimes Wrong)
7+ hour, 14+ min ago (526+ words) Every time an AI agent calls something like memory.search(query, limit=5), a graph traversal runs underneath it that most developers never look at. It's not a database index in the traditional sense — it's closer to a probabilistic subway map,…...
Herding AI Agents: A Weekend with Herdr, Tmux, and Remote Fleets
7+ hour, 26+ min ago (1460+ words) I like making life harder for myself most of the time (check out Pushing the Limits: Turning a 4GB Lenovo Duet Chromebook into My Primary Development Machine). As AI agents have gotten better, to the point where you can actually delegate…...
🤖 I Built 2 Telegram Bots with Qwen3.8-Max — and the Results Were Seriously Impressive
7+ hour, 36+ min ago (274+ words) 💬 Following up on the story about the release of Qwen3.8-Max, I finally tried it on real-world tasks. Specifically, for building AI consultants for text channels (messengers) in my favorite programming language — Go. Spoiler: it’s really good, especially for such a…...
Designing a Persistent Knowledge Layer That Refuses to Guess
11+ hour ago (1809+ words) Blueconic sets this cookie as a unique identifier for the BlueConic profile. In my RAG-ING Ahead series I worked through a complete cloud-native retrieval stack: speech and document processing, chunking, embeddings, Azure AI Search, and an assistant layer sitting on…...
Pylint Was Too Slow, So I Built Arid
10+ hour, 47+ min ago (1500+ words) I didn't set out to write a duplicate-code checker. I was working on Polaris, a fairly large Python project, and doing what I normally do: running code-quality tools against it. Ruff handles most of what I want from a Python…...
How do you catch it when a model update changes your agent's tool calls?
10+ hour, 22+ min ago (438+ words) Your agent calls get_weather(city="London"). The provider ships a new model version. Now it calls get_weather(location="London, UK"), your downstream parser breaks, and nothing in CI told you. I built a small library for exactly this failure: pip install toolcontract…...
NVIDIA NIM DLP Needs Policy at the AI Request Boundary
18+ hour, 27+ min ago (135+ words) NVIDIA NIM can carry enterprise context into an LLM workflow. DLP needs a decision point that evaluates the prompt, response, originating identity, data classification, and selected route before content reaches the model. This article sets out the request-path evidence a…...
Response Validation: Stop Trusting LLM Output Blindly
6+ hour, 36+ min ago (78+ words) LLM returns an answer. You use it. But did you check if it’s correct? Probably not. You assumed it was right. Wrong assumption. LLMs hallucinate. And you didn’t validate. - Financial decisions (always) - Medical information (always) - Legal statements (always) - User-facing facts…...