Notes & ideas
Writing on software engineering, cloud, automation, and things I’m learning along the way.
From the notebook
Learn how Java virtual threads work, when to use them in production, and how to avoid pinning, blocking I/O, and resource-pool bottlenecks in Spring Boot applications.
A practical framework for explaining a technical problem, the decisions behind a solution, and what changed as a result.
A checklist for turning repetitive tasks into workflows that are understandable, observable, and safe to change.
From the archive
OpenAI trained on the open web, but banned PewDiePie twice for training on model outputs. An editorial investigation into the legal, ethical, and architectural tensions of synthetic distillation and local AI sovereignty.
Why information gain, rigorous provenance, and deep structural clarity are the only enduring moats for digital writers.
A hands-on engineering guide to mastering Interaction to Next Paint (INP), Largest Contentful Paint (LCP), and Cumulative Layout Shift (CLS).
How to design an enduring personal knowledge graph using atomic notes, bidirectional linking, and digital gardening principles.
How modern knowledge platforms blend dense vector embeddings with sparse lexical indexing to build fast, accurate personal search engines.
Connecting academic computer science with enterprise reality: how the KYC (Knowledge, Your Skills, Communication) and SMART frameworks reshape professional mindset, relationships, and accountability.
Reflections from a final-year CSE student on bridging the gap between academic computer science and enterprise expectations: communication, adaptability, problem-solving, and continuous learning from Capgemini leadership at TIT Group of Institutions.
A deep technical blueprint on structuring web content for Perplexity, SearchGPT, Gemini, and modern LLM answer synthesis engines.
Some experiences stay with you because of what you do. Others stay with you because of the people you meet along the way. Reflections on seeing WordCamp from the other side as a volunteer and contributor.
