How I Built an Idempotent Real‑Time Trend Detector from GitHub’s Engineering RSS Feed
Ever watched a tech blog’s RSS feed and wondered why you keep seeing the same headlines over and over, while the truly fresh ideas slip through the…
Machine Learning
Architecting Adaptive Agents: Real-time Tool Discovery from Unstructured Data Streams
In the world of production AI agents, a common Achilles' heel emerges: their reliance on a static, predefined set of tools. You've built …
Self-Correcting Agents in the Wild: Architecting Resilience for Dynamic Content Feeds
Have you ever deployed an AI agent, only to watch it stumble when an external data source subtly shifts its schema, an unexpected HTML tag breaks…
Architecting Adaptive Agents: Self-Correcting Investment Strategies for NEPSE with Human-in-the-Loop Validation
Have you ever felt the sheer frustration of trying to make informed investment decisions in a market as dynamic and often opaque as Nepal's S…
Beyond Chatbots: Architecting Multi-Tool Generative AI Agents for Hyper-Local Climate Risk Assessment in Nepal
Do you remember that frustrating feeling when a carefully-crafted predictive model, despite all its statistical rigor, just couldn't keep up …
Adaptive Agents in Action: Architecting Self-Correcting Investment Strategies for NEPSE with LLMs
Have you ever watched a brilliant investment strategy, crafted with immense care and insight, slowly erode as market conditions inevitably shift?…
Beyond Generic Output: Architecting a Multi-Stage Python Pipeline to Combat AI Slop in Production
The proliferation of Generative AI has brought unprecedented capabilities to our applications, but it's also introduced a pervasive and insid…
Beyond Static Prompts: Architecting a Feedback-Driven Agent for Personalized Content Curation
I've spent years building systems that attempt to cut through the noise of information overload. We've all seen generic content recommend…
Beyond Static Tools: Architecting Self-Discovering AI Agents with Dynamic API Skills
This post demonstrates how to architect an AI agent capable of dynamically acquiring and applying external API 'skills' to process real-t…
Beyond Raw Summaries: Architecting an Iterative Agent for Human-Centric Content Refinement
Learn to architect an iterative AI agent that transforms raw, machine-generated content into structured, audience-specific, and high-quality outp…