Standard Reader
luminary.blog
aiml

luminary.blog

Things I've thought about.

@oz.akan.io0readers57posts4d ago
LatestRecent writing
Turbovec and the trick of not training a quantizer
Jun 7, 2026
How TurboQuant uses a random rotation to precompute its quantizer, and why skipping the training step changes the operational story.
vector-searchrag
Hadamard and the Random Rotation
Jun 7, 2026
Why a matrix of plus and minus ones does the work of a dense random rotation, in O(d log d) instead of O(d squared).
linear-algebraquantization
Bringing Your Blog Posts to the AT Protocol
May 29, 2026
How I wired oz.akan.io into Standard.site — a newsletter gated for subscribers and closed to AI crawlers, publishing to an open network anyway, on its own terms.
atprotobluesky
Agent to Agent: A Shared Inbox for Claude Code
May 28, 2026
How I let my Claude Code sessions message each other without a server, a socket, or a registry — just JSON files dropped into an inbox and a hook that reads them at startup.
claude-codeagents
REST API Development Refresher
Mar 12, 2026
A comprehensive refresher on REST API development covering principles, URL design, authentication, pagination, versioning, caching, security, and common interview questions.
programmingrefresher
QUIC Protocol - Internals
Mar 11, 2026
A lower-level implementer-oriented view of QUIC covering wire formats, frame types, TLS 1.3 handshake transcripts, congestion control algorithms, and loss detection logic.
networking
QUIC Protocol — Deep Dive
Mar 10, 2026
A comprehensive deep dive into QUIC, the transport protocol behind HTTP/3 — covering its architecture, handshake, streams, connection migration, congestion control, and future directions.
networking
HTTP/3 vs HTTP/2: When the Upgrade Actually Matters
Mar 5, 2026
A practical comparison of HTTP/3 and HTTP/2, covering where QUIC's advantages are real, where HTTP/2 is still fine, and how to decide for your stack.
networking
SvelteKit Refresher
Nov 13, 2025
Comprehensive refresher for SvelteKit framework with routing, data loading, and deployment strategies
svelterefresher
Svelte 5 Refresher with Runes
Nov 12, 2025
Comprehensive refresher for Svelte 5 with runes, reactivity, and component patterns
svelterefresher
We Need More Data Centers
Nov 6, 2025
One function. Four implementations. A 173-million-times performance difference.
algorithmsprogramming
Single-Flight Pattern
Nov 5, 2025
How the single-flight pattern can prevent race conditions
concurrencycaching