Shrinking Python Docker Images by 80%: A Production Playbook When I first pushed a 1.6 GB Python image to GHCR for our Shopify‑feed scraper, the CI pipeline stalled for 12 minutes, and the bandwidth bill doub…
Claude Code Plugins: Building a Real‑Time NEPSE MLOps Pipeline When I was building a live trading signal for Nepali equities, I spent hours writing async ingestion, database schemas, and a FastAPI wrapper. Clau…
Beyond Star Schema: Building a Hybrid Data Vault and Dimensional Pipeline for Engineering Feeds Have you ever stared at a midnight data pipeline failure caused by an upstream RSS feed changing its XML schema, wondering why your carefully tuned…
From Raw F1 JSON to Production‑Ready Features: A Complete Pipeline When I first tried to predict podium finishes for the 2024 season, my notebook spent half an hour re‑downloading the same meeting data on every run…
Beyond Prompts: Building an Autonomous, Self-Auditing Python AI Agent with Real-Time Tool Governance If you have ever shipped an LLM wrapper to production, you already know the sinking feeling of watching an autonomous agent hallucinate an invalid …
Unleashing 10K RPM: Building a Resilient, High-Throughput Python CLI with Asyncio and Aiohttp When I first tried to pull user profiles from the Random User API at scale, a single synchronous request loop stalled under a few hundred hits. The…
Beyond Headlines: Architecting a Self‑Refining LLM Agent for Real‑Time Nepali Financial Intelligence Every Nepali financial analyst knows the frantic dance of scouring multiple RSS feeds, translating headlines, and stitching together a coherent pic…