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Privacy-Preserving Active Learning for sustainable aquaculture monitoring systems for extreme data sparsity scenarios Introduction: A Lesson from a…
Edge-to-Cloud Swarm Coordination for precision oncology clinical workflows with embodied agent feedback loops Introduction: A Late-Night Discovery i…
Agent Frameworks in the Trenches: Real Benchmark Numbers Across 107 Data Engineering Tasks Subtitle: Concrete data, runnable code, and painful failu…
Self-Supervised Temporal Pattern Mining for coastal climate resilience planning for extreme data sparsity scenarios Introduction: A Lesson from the…
Sparse Federated Representation Learning for precision oncology clinical workflows during mission-critical recovery windows Introduction: A Lesson L…
How to Implement Human-Above-The-Loop AI Governance Programmatically A practical, code-first architectural breakdown of moving from subjective human…
Your agent can read the dashboard. But can it do the paperwork? Reading is where most agents stop. Ask one to create a record, fill out a form, or u…
Privacy-Preserving Active Learning for planetary geology survey missions with embodied agent feedback loops Introduction: A Lesson from the Red Plan…
Agentic AI for Beginners: What Are AI Agents and How Do They Actually Work? AI agents are not just chatbots with a fancy name. They can use AI model…
Summary I built an MCP tool that assigns multiple independent tasks to subagents and has the subagents execute them in parallel. Below, I call this…
Verdict: Of the four agentic AI books worth your time in 2026, Antonio Gulli's Agentic Design Patterns wins for most builders. It is the most patter…
On June 18, an OpenAI AI agent broke into Australia's Medicare statistics portal. It wasn't trying to. It was researching public health spending, hi…
What Evidence Does an AI Agent Actually Need to Leave Behind? There is a question that keeps surfacing as AI agents move from answering questions in…
Meta-Optimized Continual Adaptation for satellite anomaly response operations in carbon-negative infrastructure Introduction: My Journey into Autono…
Delegation governance is the layer identity management doesn't cover: identity governs identities and entitlements, but it doesn't, by itself, repre…
A production AI agent throws an error, and whoever's on call is left staring at a stack trace with no context attached. Was it a failed tool call? D…
Wipro says its AI programmes have raised productivity by an amount equivalent to the output of 20,000 employees, and that not one of those people wa…
SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning Security operations centers (SOCs) h…
How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice Why 100% CI Still Misses Agent Failures Agent outages in productio…
Human-Aligned Decision Transformers for satellite anomaly response operations for extreme data sparsity scenarios The Moment the Satellite Went Sile…
Cross-Modal Knowledge Distillation for heritage language revitalization programs during mission-critical recovery windows It started with a dying la…
Introduction In this post, we’re going to look at the problem of Skills Sprawl . What happens if you have too many skills? We’ll understand LLM deci…
Disclosure: This post includes affiliate links; I may receive compensation if you purchase products or services from the different links provided in…
We've all been there - you've built an agentic AI system using LangGraph and MCP, and it's been humming along just fine, until one day, a third-part…
I still remember the day our support bot, powered by a LangGraph agent workflow, started behaving erratically. Customers would ask for help with the…
Explainable Causal Reinforcement Learning for wildfire evacuation logistics networks with inverse simulation verification The Spark: A Learning Jour…
So you've finally gotten your LangGraph + MCP agent working on your local machine - it's responding to queries, adapting to new information, and gen…
A threat actor based in Zhuhai wired DeepSeek into an open-source agent framework called Hermes, then piloted the whole setup via Telegram to attack…
I recently spent a frustrating afternoon debugging a LangGraph-based agentic AI system that was supposed to book flights for users. The system would…
I still remember the frustration when our team's support bot, powered by LangGraph and MCP, couldn't retain context between user interactions. It wa…