ECO AI TCH NE Nedved Yang · The Constellar Digital&Technology Blog AI Coding Made Us Faster-Then the Real SDLC Problems Started -Thoughts from Our First Claude Code… We are close to completing our first real AI-native project using Claude Code and OpenAI Codex. The team will share more details soon, but…
AI ECO NE Nedved Yang · The Constellar Digital&Technology Blog Geek Out Time: Upgrade Previously-Built AG2 Financial Copilot (Powered by DeepSeek) into an… In my previous blog…
AI LIF TCH NE Nedved Yang · The Constellar Digital&Technology Blog Geek Out Time: Can AI Do Research by Itself? I Tried AutoResearch on Singapore Hawker Food Andrej Karpathy’s autoresearch (https://github.com/karpathy/autoresearch) hit 62k GitHub stars in weeks. The idea is genuinely interesting…
TCH AI NE Nedved Yang · The Constellar Digital&Technology Blog Fewer Developers, More Builders (Part 2): The First Week of Going AI-First Project In my previous post (https://medium.com/@nedvedyang/fewer-developers-more-builders-why-were-starting-an-ai-first-project-2b64aaf3d947), I…
AI ECO NE Nedved Yang · The Constellar Digital&Technology Blog Geek Out Time: Building a Multi-Agent Financial Advisor Copilot with AG2 (formerly AutoGen)… The latest advancements in AG2 (formerly AutoGen) make it easier than ever to build multi-agent AI systems that go beyond simple chatbot…
HUM AI NE Nedved Yang · The Constellar Digital&Technology Blog Geek Out Time: Gradient Boosted Trees(GBT) Using a Hallucination Risk Playground Gradient Boosted Trees (GBT) are one of those models everyone uses, and u probably know the story: sequential trees, correcting residuals…
AI NE Nedved Yang · The Constellar Digital&Technology Blog Geek Out Time: Routing Meets Retrieval-Context-Aware Multi-Agent Orchestration with AG2 + FAISS In the last geek out time, we built a hybrid router for AutoGen 2 (AG2) that selected the right agent using embeddings, falling back to…
AI NE Nedved Yang · The Constellar Digital&Technology Blog Geek Out Time: Tree-of-Thought for LLM Reasoning As LLMs get better at producing structured explanations, it has become increasingly common to describe them as “reasoning models.” The…
ECO TCH NE Nedved Yang · The Constellar Digital&Technology Blog Geek Out Time: From AI Coding to AI SDLC -What Four Iterations Taught Us From Excitement to Reality