A short, quiet note about stepping away for a while and holding onto small things.
The practical companion to The Topography of Hesitation. A technical case study detailing the implementation of the dual-stream GraceJoin architecture, Neural ODE effort streams, and integrating hesitation topology into LLM agents via MCP.
An empirical and conceptual critique of the 'verification gap' in machine unlearning, demonstrating that passing a membership audit does not imply actual forgetting of generalizable relationships.
A formal argument that autoregressive speech models do not merely struggle with stuttered speech but are mathematically mandated to erase it, and a proposed continuous-time latent architecture that encodes hesitation as effort rather than collapsing it into a void.
An algorithmic breakdown of why dense vector retrieval fails on narrative structures, and how to architect stateful, graph-based Multi-Agent Systems for rigorous computational literary analysis, featuring a practical case study on Rabindranath Tagore.
A hands-on guide to deploying high-throughput, self-hosted LLMs using vLLM on Amazon EKS, covering GPU node groups, autoscaling, and performance tuning.
Prompt engineering is a temporary fix for AI slop. True reliability comes from systems engineering. This post explores agent looping, Eval gates, and the GBRAIN architecture.
How to run SQLite in WAL mode on Amazon S3 for serverless applications.
Dying Is an art, like everything else. I do it exceptionally well. I do it so it feels like hell. I do it so it feels real. I guess you could say I have a call.
A complete deep dive into databases message queues authentication and proxies. All the core system design concepts explained simply with real examples and diagrams.
Caching stores frequently used data in fast storage so your app does not hit the database every single time. Here is how it works from scratch with real examples.
Breaking down system design concepts like scaling load balancers and redundancy into plain English. No jargon just common sense.
