Data Pipelines
February 26, 2026
The 10M Token Trap: Why Infinite Context Windows Do Not Replace Data Engineering
10 min read
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Engineering Notes. From the Edge.
The decisions behind the systems I build.
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Data Pipelines
January 22, 2026
Highground: Building a Backend Pipeline for Market Intelligence
12 min read
Workflow Systems
December 09, 2025
EdTech Infrastructure: Moving AI Lesson Generation Out of the Chat Box
9 min read
Retrieval Systems
November 12, 2025
Grounded Legal AI: Building a Research Backend Around Live Case Law
9 min read
Security
October 28, 2025
Risk & Compliance AI: Turning Contract Review Into Structured Audit Data
8 min read
Streaming Systems
September 25, 2025
Energy Intelligence: Turning Live Telemetry Into Server-Side Aggregates
11 min read
Retrieval Systems
September 9, 2025
Medical Research Synthesis: Keeping PubMed Retrieval Separate From LLM Reasoning
10 min read
Workflow Systems
August 21, 2025
Enterprise Sales AI: Separating Deal Strategy from Proposal Drafting
8 min read
Workflow Systems
July 24, 2025
MSME Brand Infrastructure: Structuring Positioning Before Copywriting
8 min read
Workflow Systems
May 22, 2025
Agentic Inventory: Separating Stock Records From AI Decisions
10 min read