Graphsignal
Graphsignal is a production-scale inference profiling platform that helps engineers optimize AI performance across models, engines, GPUs, and other accelerators. I
https://github.com/graphsignal/graphsignal-profiler
Graphsignal is a production-scale inference profiling platform that helps engineers optimize AI performance across models, engines, GPUs, and other accelerators. I
https://github.com/graphsignal/graphsignal-profiler
GitHub
GitHub - graphsignal/graphsignal-profiler: Graphsignal Profiler
Graphsignal Profiler. Contribute to graphsignal/graphsignal-profiler development by creating an account on GitHub.
TIRx: An Open Compiler Stack for Evolving Frontier ML Kernels
TIRx introduces an open-source, hardware-native DSL and compiler stack for writing high-performance ML kernels that can keep pace with rapidly evolving AI hardware. Built on Apache TVM, it combines low-level control, compiler-assisted abstractions, and agent-friendly tooling to support expert developers, automated kernel generation, and future accelerator architectures.
https://tvm.apache.org/2026/06/22/tirx
TIRx introduces an open-source, hardware-native DSL and compiler stack for writing high-performance ML kernels that can keep pace with rapidly evolving AI hardware. Built on Apache TVM, it combines low-level control, compiler-assisted abstractions, and agent-friendly tooling to support expert developers, automated kernel generation, and future accelerator architectures.
https://tvm.apache.org/2026/06/22/tirx
Recall
Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory - entirely offline.
https://github.com/raiyanyahya/recall
Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory - entirely offline.
https://github.com/raiyanyahya/recall
GitHub
GitHub - raiyanyahya/recall: Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable…
Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory — entirely offline. - raiyanyahya/recall
Use AI to not use AI (as much)
Rather than using AI to solve the same problem repeatedly, the author suggests using it to build tools that solve the problem for you. A practical example demonstrates how an AI-generated Python script transformed a one-time GitHub usage analysis into a reusable workflow.
https://www.raymondcamden.com/2026/06/22/use-ai-to-not-use-ai-as-much
Rather than using AI to solve the same problem repeatedly, the author suggests using it to build tools that solve the problem for you. A practical example demonstrates how an AI-generated Python script transformed a one-time GitHub usage analysis into a reusable workflow.
https://www.raymondcamden.com/2026/06/22/use-ai-to-not-use-ai-as-much
Raymond Camden
Use AI to not use AI (as much)
Use AI to build tools to let you use less AI
TimeCapsuleSMB
Hacking the Apple Time Capsule to run modern Samba.
https://github.com/jamesyc/TimeCapsuleSMB
Hacking the Apple Time Capsule to run modern Samba.
https://github.com/jamesyc/TimeCapsuleSMB
GitHub
GitHub - jamesyc/TimeCapsuleSMB: Hacking the Apple Time Capsule to run modern Samba
Hacking the Apple Time Capsule to run modern Samba - jamesyc/TimeCapsuleSMB
Ruff + Ty vs Ruff + Pyrefly — which type checking stack makes more sense in 2026?
https://www.reddit.com/r/Python/comments/1uf2eoz/ruff_ty_vs_ruff_pyrefly_which_type_checking_stack/
https://www.reddit.com/r/Python/comments/1uf2eoz/ruff_ty_vs_ruff_pyrefly_which_type_checking_stack/
Reddit
From the Python community on Reddit
Explore this post and more from the Python community
Moebius
Lightweight Image Inpainting Framework with 10B-Level Performance.
https://github.com/hustvl/Moebius
Lightweight Image Inpainting Framework with 10B-Level Performance.
https://github.com/hustvl/Moebius
GitHub
GitHub - hustvl/Moebius: [ECCV 2026] Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance
[ECCV 2026] Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance - hustvl/Moebius
Build and Deploy a Remote MCP Server to GKE in 30 Minutes
Learn to build and deploy a secure remote MCP server on Google Kubernetes Engine (GKE) in 30 minutes. Streamline your AgenticAI workflows with standard protocols.
https://cloud.google.com/blog/topics/developers-practitioners/build-and-deploy-a-remote-mcp-server-to-gke-in-30-minutes/
Learn to build and deploy a secure remote MCP server on Google Kubernetes Engine (GKE) in 30 minutes. Streamline your AgenticAI workflows with standard protocols.
https://cloud.google.com/blog/topics/developers-practitioners/build-and-deploy-a-remote-mcp-server-to-gke-in-30-minutes/
Google Cloud Blog
Build and Deploy a Remote MCP Server to GKE in 30 Minutes | Google Cloud Blog
Learn to build and deploy a secure remote MCP server on Google Kubernetes Engine (GKE) in 30 minutes. Streamline your AgenticAI workflows with standard protocols.
Build real agentic apps using CUGA: two dozen working examples on a lightweight harness
Building an agent is mostly plumbing: tools, state, guardrails, scaling from one agent to many. CUGA (pip install cuga), short for Configurable Generalist Agent, the Agent Harness for the Enterprise from IBM handles that, so you write just a tool list and a prompt. We built two-dozen single-file apps to prove it. Read one end to end here, then see how the same agent runs sovereign and go...
https://huggingface.co/blog/ibm-research/cuga-apps
Building an agent is mostly plumbing: tools, state, guardrails, scaling from one agent to many. CUGA (pip install cuga), short for Configurable Generalist Agent, the Agent Harness for the Enterprise from IBM handles that, so you write just a tool list and a prompt. We built two-dozen single-file apps to prove it. Read one end to end here, then see how the same agent runs sovereign and go...
https://huggingface.co/blog/ibm-research/cuga-apps
huggingface.co
Build real agentic apps using CUGA: two dozen working examples on a lightweight harness
A Blog post by IBM Research on Hugging Face
Unlimited-OCR
Unlimited-OCR is Baidu’s open-source OCR model for one-shot long-horizon document parsing, designed to read multi-page documents in a single pass instead of chunking them.
https://github.com/baidu/Unlimited-OCR
Unlimited-OCR is Baidu’s open-source OCR model for one-shot long-horizon document parsing, designed to read multi-page documents in a single pass instead of chunking them.
https://github.com/baidu/Unlimited-OCR
GitHub
GitHub - baidu/Unlimited-OCR: Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing.
Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing. - baidu/Unlimited-OCR
Building AI Agents You Can Trust & Evaluate | Agentic RAG Live Series
Hands-on live series building Agentic RAG systems with retrieval, tool calling, evaluations, traces, and production engineering practices.
140 min marathon
https://youtube.com/live/_44x_yL7Q-s?feature=share
Hands-on live series building Agentic RAG systems with retrieval, tool calling, evaluations, traces, and production engineering practices.
140 min marathon
https://youtube.com/live/_44x_yL7Q-s?feature=share
YouTube
Building AI Agents You Can Trust & Evaluate
Building AI Agents You Can Trust & Evaluate
Most AI projects stop when the demo works.
This series starts there.
Join me as we build a real Agentic RAG support assistant from scratch and then progressively transform it into a production-ready AI system…
Most AI projects stop when the demo works.
This series starts there.
Join me as we build a real Agentic RAG support assistant from scratch and then progressively transform it into a production-ready AI system…
Have your agent record video demos of its work with shot-scraper video
shot-scraper video is a new command introduced in today's shot-scraper 1.10 release which ...
https://simonwillison.net/2026/Jun/30/shot-scraper-video/#atom-tag
shot-scraper video is a new command introduced in today's shot-scraper 1.10 release which ...
https://simonwillison.net/2026/Jun/30/shot-scraper-video/#atom-tag
Simon Willison’s Weblog
Have your agent record video demos of its work with shot-scraper video
shot-scraper video is a new command introduced in today’s shot-scraper 1.10 release which accepts a storyboard.yml file defining a routine to run against a web application and uses Playwright to …
Scripting good practices in Python
SummaryYou can make your scripts just a little nicer with some tweaks:Use inline dependencies if ...
https://www.bitecode.dev/p/scripting-good-practices-in-python
SummaryYou can make your scripts just a little nicer with some tweaks:Use inline dependencies if ...
https://www.bitecode.dev/p/scripting-good-practices-in-python
www.bitecode.dev
Scripting good practices in Python
And a lot of it works in other languages too
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