Blog
Welcome to my blog. I share practical insights, experiments, and research-oriented reflections across AI engineering, science, and selected technology topics.
Latest Posts
🛡️ Zero Trust for Agentic AI
A practical security playbook for AI engineers building autonomous agents, agentic workflows, and multi-agent systems — applying Zero Trust principles to every layer of the agent lifecycle.
🔬 What Is AutoResearch?
AutoResearch is a small but powerful experiment loop where a coding agent edits training code, runs timed experiments, and keeps only the changes that improve a fixed metric.
🧠 Agent Memory with LangMem and LangChain Best Practices
How to design durable agent memory with LangMem’s hot-path and background tools, plus the storage and retrieval habits LangChain recommends for long-term recall.
📝 Powerful Tools for AI Agents
A foundational overview of why tools matter in agent architectures, with Think Tool as a high-impact pattern for orchestrator-quality decisions.
🧭 Tool Search Tool for AI Agents
How dynamic discovery and deferred loading improve context efficiency and tool-selection accuracy at scale.
⚙️ Programmatic Tool Calling for AI Agents
Why code-driven orchestration improves latency, token efficiency, and reliability in multi-step tool workflows.
Categories
- 🤖 AI Engineering & Machine Learning - LLMs, practical ML systems, model behavior, and real-world AI development
- 🧠 AI Agents & Agentic Systems - agent design, orchestration patterns, and lessons from building AI agents
- 🔬 Science, Research & SCIE - scientific thinking, research habits, SCIE peer-review perspective, and innovation topics
- 💻 Software Engineering - architecture, clean implementation, performance, and secure development practices
- 🛡️ Cybersecurity (Selective) - security concepts, practical protection ideas, and occasional security reflections
- 📚 Books & Scientific Reading Notes - key takeaways from books and computer science/scientific articles
- 🧬 Secondary Interest: Biology - interesting biology concepts through a tech/engineering lens
- 📰 Tech News & Industry Notes - selected updates from tech giants, Android ecosystem blogs, and notable releases