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News
Docker + Milvus: Store Memories in a Database Forever, Never Lose Chat History Again
21+ min ago (21+ words) Build a persistent, semantic memory store for AI chatbots with Docker and Milvus — covering schema design, vector indexing, and RAG-style retrieval....
EXPLAIN Describes a Query. Production Is Everything Else That’s Running.
1+ hour, 7+ min ago (1398+ words) A while back I wrote about migrating a terabyte of banking data from Oracle to PostgreSQL with no downtime. The part people …...
The Accuracy Paradox: Why Your Deep Learning Model Lies to You (and How to Fix It)
2+ hour, 40+ min ago (222+ words) Imagine building an AI system that boasts an impressive 77.16% mean accuracy. You pull the trigger, deploy it to a production pipeline, and confidently assume it’s filtering out junk while surfacing…...
The AI Project I Built That Finally Made Me Understand AI Engineering
2+ hour, 44+ min ago (31+ words) I stopped treating AI as a chatbot and started building systems where models, tools, memory, and automation actually worked …...
Claude Code for designers: the full slide deck
3+ hour, 16+ min ago (31+ words) Lessons, workflows, and experiments from a year of designing and building with Claude Code. For the past year, I’ve been experimenting with Claude …...
LLM Discussions (02): Train-time Vs. Test-time Compute
3+ hour, 20+ min ago (155+ words) Small Models with Deep Thinking Out-perform Frontier Models — But How? If this is the first story you have come across in our LLM Discussions …...
I mould quietly into the background.
5+ hour, 30+ min ago (26+ words) Continue reading on Medium » I mould quietly into the background. Written by Purple lilly Trying to make sense of this chaos one word at a time...
Software Engineering in 2026: The Complete Guide to Building the Future
5+ hour, 52+ min ago (239+ words) Software engineering has become one of the most important fields in the modern digital world. From mobile applications and …...
We Measured 31,074 Commits Looking for the AI Cleanup Tax. It Isn’t There.
6+ hour, 1+ min ago (698+ words) Agent-authored commits pull a human back to the same file 73.3% of the time within 7 days. Human commits: 71.0%. 11 repos, measured 12 Sep 2026....
A Recruiter Does Not Need to See All 28 of My SOC Projects
6+ hour, 14+ min ago (36+ words) They need to see the projects that provide the strongest evidence for the role I built 28 cybersecurity projects in public to develop …...