Beyond Extraction: Engineering an LLM Agent for Context‑Aware NEPSE Trade Decisions
Ever stared at a breaking news alert about a Nepali firm and wondered whether you should buy, sell, or just ignore it? I was in that exact spot las…
Posts
Async/await in Production: Building a Resilient, Concurrent API Client for JSONPlaceholder
Ever watched a simple “fetch‑all‑posts” script grind to a halt because the API hiccups for a second? You’re not alone—our team’s nightly sync of JS…
From Chaos to Clarity: Engineering a Resilient JSON‑to‑Tabular Pipeline for Messy API Data
When I first tried to feed Random User data into a churn model, the pipeline crashed on the third request because the API suddenly added a new “log…
Beyond the First Try: Engineering Self‑Correcting Prompts for Robust Data Extraction
When I first tried to pull structured fields out of the Stripe Blog RSS feed, the LLM would happily spit out malformed JSON, drop a title, or hallu…
From Fetch to Persist: Writing End‑to‑End Pytest for a Todo Pipeline
When the first run of my nightly Airflow DAG silently dropped 27 % of the Todo rows, I realized I’d been treating the pipeline like a black box. Ha…
Orchestrating LLM Consensus: Building a Multi‑Agent Pipeline to Synthesize Simulated Financial News
Ever stared at a dozen headlines, analyst quotes, and blog posts and wondered how a single, trustworthy trading signal could emerge without you man…