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2695 postsGetting Real Prometheus Metrics Out of Nginx via OpenResty
How a team moved from nginx's four-metric stub_status to full Prometheus observability using OpenResty, solving cardinality and gauge/histogram tradeoffs.
Why AT Protocol Traded Local-First for Federated Scale
How AT Protocol replaced local-first p2p design with a federated PDS network to meet Twitter-scale replication demands.
Labwire: An Open Protocol for AI-Controlled Lab Instruments
Labwire is an open MCP-like protocol letting AI agents safely discover, command, and stream data from lab instruments with signed proof of execution.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comText Diffusion vs Autoregressive Models: The Real GPU Cost Math
A grounded comparison of text diffusion and autoregressive LLMs on GPU utilization, latency, batching economics, and real-world enterprise costs.
NVIDIA Cosmos-H-Dreams Brings Real-Time Simulation to Surgical Robots
NVIDIA's Cosmos-H-Dreams delivers real-time, action-conditioned surgical simulation, running at ~160 FPS on a single RTX PRO 6000 GPU via FlashDreams.
Meta Rebuilds BLOB Storage to Cut GPU Stalls in AI Training
Meta redesigned its BLOB-storage architecture with unified metadata and direct-to-client streaming to eliminate GPU stalls in AI training.
Sabba: A Security Tool That Proves Bugs by Actually Running Them
Sabba is an MCP security tool that verifies every bug finding by actually compiling and running the exploit, not just guessing with an LLM.
Randomized KV-Cache Eviction Enables Verifiable Error Certificates
A new paper shows randomized KV-cache eviction, unlike deterministic top-k, enables verifiable per-step error certificates for LLM serving.
Why TanStack.com Removed React Server Components
TanStack removed React Server Components from tanstack.com, shrinking its markdown/highlight stack and returning to simpler, faster regular SSR.
Sip-exporter: eBPF-Based SIP/RTP Monitoring for Prometheus
Sip-exporter uses eBPF to capture SIP/RTP traffic in-kernel and export voice quality, fraud detection, and RFC 6076 metrics to Prometheus.