Shrink Your Python Container in One Command with SlimToolkit
Use SlimToolkit to shrink a Python container by half in one command. No Dockerfile changes. Walkthrough on a chatbot with common edge cases and fixes.
https://codecut.ai/shrink-python-container-slimtoolkit/
Use SlimToolkit to shrink a Python container by half in one command. No Dockerfile changes. Walkthrough on a chatbot with common edge cases and fixes.
https://codecut.ai/shrink-python-container-slimtoolkit/
CodeCut
Shrink Your Python Container in One Command with SlimToolkit
Use SlimToolkit to shrink a Python container by half in one command. No Dockerfile changes. Walkthrough on a chatbot with common edge cases and fixes.
Anthropic-Cybersecurity-Skills
754 production-grade cybersecurity skills · 26 security domains · 5 framework mappings · 26+ AI platforms.
https://github.com/mukul975/Anthropic-Cybersecurity-Skills
754 production-grade cybersecurity skills · 26 security domains · 5 framework mappings · 26+ AI platforms.
https://github.com/mukul975/Anthropic-Cybersecurity-Skills
GitHub
GitHub - mukul975/Anthropic-Cybersecurity-Skills: 754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE…
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Clau...
When Python manual wiring turns into copy-paste architecture
A small typed dependency injection approach for apps that outgrow copy-pasted constructors but do not need a full DI framework.
https://vshulcz.hashnode.dev/when-python-manual-wiring-turns-into-copy-paste-architecture
A small typed dependency injection approach for apps that outgrow copy-pasted constructors but do not need a full DI framework.
https://vshulcz.hashnode.dev/when-python-manual-wiring-turns-into-copy-paste-architecture
Vlad Shulcz Notes
When Python Manual Wiring Becomes the Problem
When Python wiring drifts across APIs, CLIs, workers, and tests, a small typed DI container can keep construction in one place.
What types of exceptions should you catch?
The trickiest programming bugs are often caused by catching exceptions that you didn't mean to catch or handling exceptions in ways that obfuscate the actual error that's occurring. Which exceptions should you catch and which should you leave unhandled?
https://www.pythonmorsels.com/what-types-of-exceptions-should-you-catch/
The trickiest programming bugs are often caused by catching exceptions that you didn't mean to catch or handling exceptions in ways that obfuscate the actual error that's occurring. Which exceptions should you catch and which should you leave unhandled?
https://www.pythonmorsels.com/what-types-of-exceptions-should-you-catch/
Pythonmorsels
What types of exceptions should you catch?
The trickiest programming bugs are often caused by catching exceptions that you didn't mean to catch or handling exceptions in ways that **obfuscate the actual error that's occurring. Which exceptions should you catch and which should you leave unhandled?
NVIDIA-AI-Blueprints / video-search-and-summarization
Suite of reference architectures for building GPU-accelerated vision agents and AI-powered video analytics applications.
https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization
Suite of reference architectures for building GPU-accelerated vision agents and AI-powered video analytics applications.
https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization
GitHub
GitHub - NVIDIA-AI-Blueprints/video-search-and-summarization: Suite of reference architectures for building GPU-accelerated vision…
Suite of reference architectures for building GPU-accelerated vision agents and AI-powered video analytics applications. - NVIDIA-AI-Blueprints/video-search-and-summarization
Macro Evals for Agentic Systems
This cookbook outlines a macro-evaluation workflow for analyzing multi-agent systems at scale using a simulated electric vehicle order pipeline. It demonstrates how to look past individual responses and evaluate systemic behaviors such as orchestration, routing, and tool choices by combining lower-level execution checks (via Promptfoo) into population-level trace analyses to discover and...
https://developers.openai.com/cookbook/examples/partners/macro_evals_for_agentic_systems/macro_evals_for_agentic_systems
This cookbook outlines a macro-evaluation workflow for analyzing multi-agent systems at scale using a simulated electric vehicle order pipeline. It demonstrates how to look past individual responses and evaluate systemic behaviors such as orchestration, routing, and tool choices by combining lower-level execution checks (via Promptfoo) into population-level trace analyses to discover and...
https://developers.openai.com/cookbook/examples/partners/macro_evals_for_agentic_systems/macro_evals_for_agentic_systems
Openai
Macro Evals for Agentic Systems
When an agentic system fails, the problem is often larger than a single bad response. A handoff may happen too late, a specialist agent may
Python utility package for building Claude Code hooks
https://github.com/RasmusGodske/claude-hook-utils
https://github.com/RasmusGodske/claude-hook-utils
GitHub
GitHub - RasmusGodske/claude-hook-utils
Contribute to RasmusGodske/claude-hook-utils development by creating an account on GitHub.