Writing
AI Droplets
Notes, essays, project updates, and paper breakdowns—experiments, ideas, and what I am reading in AI.
GitHub Pulse: Week of March 1, 2026
Agents learned to work in teams, SpacetimeDB collapsed the stack, and WiFi replaced cameras for human sensing.
ML Research Pulse: Week of March 1, 2026
Diffusion language models get their PyTorch moment, CUDA kernel generation outpaces compilers, and VLM efficiency breaks through with 89% token reduction.
ML Research Pulse: Week of February 1, 2026
Training-free improvements, process-level agent rewards, and efficient reasoning dominate this week's ML research. 84 papers analyzed across multimodal models, efficiency optimization, and AI agents.
GitHub Pulse: Week of January 31, 2026
AI agents went mainstream this week. OpenClaw hit 132k stars, MCP is becoming infrastructure, and vectorless RAG is challenging embeddings.
Context Is a Data Structure, Not a String
Why LLM agents degrade before hitting token limits, and how treating context as a graph with tiered compression changes everything.
Build Your Blog with Astro
A simple guide on building and deploying your own content website using Astro and Cloudflare.
Using React Components in MDX
A quick example of mixing MDX content with reusable React UI blocks.
Papers on My Radar
A living list of research papers and why they matter.
Closing the Loop on ML Evals
A practical framework for turning evaluation insights into deployable improvements.