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…
Python
Building an AI Liquidity Forecaster for Nepal's Stock Market
Have you ever tried building a predictive model for a frontier market like the Nepal Stock Exchange (NEPSE) only to watch your historical technical…
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 …
Architecting Resilient, Stateful Multi-Tool Generative AI Agents for Idempotent Content Analysis
This post teaches how to architect a resilient, stateful, multi-tool Generative AI agent in Python that leverages `asyncio` for concurrent I/O, e…
Architecting Adaptive Agents: Context-Driven Tool Selection from Dynamic External Feeds
Master the advanced pattern of architecting LLM agents that dynamically select and invoke specialized tools based on real-time contextual analysi…
Beyond Ingestion: Architecting Cost-Optimized LLM Agents for Dynamic Content Synthesis
Remember that feeling when you've finally tamed a chaotic data stream, getting everything ingested perfectly, only to realize you've just…
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…
From Unstructured Noise to Actionable Signals: Architecting Multi-Stage LLM Pipelines for Robust Event Extraction
Master the architecture of a multi-stage LLM pipeline that reliably extracts structured events from dynamic text streams, employing robust valida…
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…