QuickDID is a high-performance, open source handle resolution service for the ATmosphere that serves as both public infrastructure at https://quickdid.smokesignal.tools and deployable software under MIT license. It offers flexible caching strategies (memory/Redis/SQLite), scales from single-instance to distributed deployments, and includes production features like rate limiting and proactive cache refresh. Currently a release candidate, it provides a drop-in alternative to Bluesky's resolver while giving developers full control over their handle resolution infrastructure.
QuickDID - AT Protocol Identity Resolution Service
High-performance handle-to-DID resolution service for the AT Protocol ecosystem. Resolve Bluesky and AT Protocol handles instantly.
Compiling Models to Megakernels
Fine-grained synchronization, deep pipelines, and zero kernel launch overheads, automatically.
Exploring interoperability & composability for local-first software | grjte
Check out the project at https://github.com/grjte/groundmist-syncCross-posted to https://baincapitalcrypto.com/atproto-for-local-first-interoperability/ This is the third exploration connecting local-first software with the AT Protocol (atproto). Previously, I explored how atproto can enable new fu...
Prince Canuma on Twitter / X
Prompt caching with SSD offloading now active and works with all your favourite harnesses: Pi, Hermes, OpenCode, Claude code and more.Here is the performance of Qwen3-VL-4B-Instruct when using our new prompt caching. pic.twitter.com/ikMktUgpqB— Prince Canuma (@Prince_Canuma) May 6, 2026
Previewing Ultrafast mode: GPT-5.6 Sol at up to 14X the speed
Preview Ultrafast, a new OpenAI API service tier that runs GPT-5.6 Sol up to 14× faster. Powered by Cerebras, it delivers up to 750 output tokens per second.
quick_cache - Rust
Lightweight, high performance concurrent cache. It allows very fast access to the cached items with little overhead compared to a plain concurrent hash table. No allocations are ever performed unless the cache internal state table needs growing (which will eventually stabilize).
Optimising ATproto applications is complicated (but that's okay) - Navyfragen App Blog
Bluesky, as a decentralised platform, poses a unique challenge for engineers trying to optimise for latency. Where is the AppView hosted? What about the locatio...
clem 🤗 on Twitter / X
We just released an hf CLI extension to detect the best model/quant for a user's hardware and then spins up a local coding agent. Time to go local/private/free/fast for your agents thanks to open-source! pic.twitter.com/LcVJzGCqWx— clem 🤗 (@ClementDelangue) March 17, 2026
A 30B Qwen Model Walks Into a Raspberry Pi… and Runs in Real Time
ByteShape's device-optimized release of Qwen3-30B-A3B-Instruct-2507.
ybzeek/The-Loom
A high-throughput, database-free ingestion engine for the AT Protocol (Bluesky) Firehose, engineered for consumer hardware constraints.
for other atproto ecosystem folks: most things are working smoothly, but you may be seeing slow (high p99) handle resolution (via HTTPS well-known) for *.bsky.social handles (even projects which don't rely on bsky services often need to resolve handles as part of interop)
Bluesky Status
We are seeing elevated errors and timeouts on some Bluesky-hosted services, and are investigating.
