clawdmeter brings claude token stats to a tiny desktop gadget
an open-source hardware dashboard shows claude code usage with pixel-art animations and charts.
topic
tools
granite multilingual r2: compact 97m model tops sub-100m retrieval
ibm releases two apache 2.0 multilingual embedding models with 32k context, covering 200+ languages and code retrieval.
asynchronous batching speeds up llm inference
separating cpu and gpu work with cuda streams and events reduces idle time, boosting throughput by up to 24%.
5 small language models for agentic tool calling
five compact open-weight language models that support structured tool calling for agentic ai workflows.
10 github repos to learn self-hosting
a curated list of github repositories that teach self-hosting skills from discovery to deployment, monitoring, and secure access.
pytorch 2.12: faster linalg, unified graphs, and mx export
pytorch 2.12 brings up to 100x faster batched eigendecomposition, a device-agnostic graph api, and support for exporting microscaling quantized models.
python scripts for time series analysis
five reusable python scripts handle common time series tasks like resampling, anomaly detection, decomposition, forecasting, and multi-series comparison.
executorch labs for arm edge ai
arm releases hands-on jupyter labs to deploy pytorch models on edge cpus and npus using executorch.
polars vs pandas: real-world performance deep dive
a comparison of polars and pandas on three data tasks shows polars is faster and uses less memory due to lazy evaluation and parallelism.
using llm in the shebang line of a script
simon willison explores patterns for running his llm cli tool directly from a shebang line, enabling scripts that generate content or use tools via natural language prompts.
10 github repos to learn fastapi
a curated list of ten github repositories that help developers learn fastapi through templates, examples, auth tools, microservices, and ml projects.
ai coding agents must cut maintenance costs
james shore warns that ai coding tools must reduce maintenance costs proportionally to their speed gains, or they risk multiplying long-term work.
shopify's public slack agent teaches coding by example
shopify's internal coding agent river operates in public slack channels, letting employees learn from each other's work through visible conversations.
build an ai lms with ollama, fastapi, and react
a step-by-step guide to creating a learning management system that adapts to each learner using local ai models.
gitlab restructures for agentic era, cuts management layers
gitlab announces workforce reduction, flatter org, and new values as it bets on agentic engineering expanding software demand.
ai writing is breaking my brain
jason koebler describes the zombie internet where ai-generated content blends with human writing, making it exhausting to filter and distorting communication.
aws foundation model building blocks
aws infrastructure for foundation model training and inference integrates accelerated compute, high-bandwidth networking, and distributed storage with open-source orchestration and ml frameworks.
in-kernel broadcast optimization for recsys inference
meta's ikbo eliminates redundant user embedding replication in recommendation models by fusing broadcast logic directly into gpu kernels, cutting latency by up to two-thirds.