GPT‑6 Astra
GPT‑6 Astra GPT-6 Astra is "rolling out today to a limited set of organizations and over the coming days will become available to all ChatGPT Plus, Pro, Business, and Enterprise users, as well as through the OpenAI API…
Topic - Edition
Python
You Should be Using Rootless Containers
The other day a serious vulnerability was disclosed in one of the newer Linux distributions (the one led by the racist, so it isn't getting a mention here). The issue was interesting because it was caused by a…
Graham Dumpleton: Beyond callables in wrapture
Every example in this series so far has wrapped a call. A binding named a method, and what flowed through the call was recorded or changed. Plenty of what a test needs to control is not a call, though. An outcome stored…
Graham Dumpleton: Phased behaviour in wrapture
Most of what a test configures on a patch holds until the test changes it. Retry logic is the classic case where that is not enough: the code under test keeps calling, and the test needs the behaviour to change on its…
Semantic Vision – interactive call graph, impact analysis, and code-to-data lineage for Python/JS/TS codebases
I built this after spending hours manually tracing a codebase I didn't write — following imports by hand, guessing at blast radius before touching anything, finding a database table involved three levels deep. The tool…
My Model Worked Perfectly. Then I Tried to Make It Useful.
Turning a trained churn classifier into a FastAPI service that other software can actually call. The post My Model Worked Perfectly. Then I Tried to Make It Useful. appeared first on Towards Data Science.
Tables in PDFs for RAG: Don’t Flatten the Grid
Enterprise Document Intelligence [Vol.1 #B4] - A diagnostic and five composable operations, not a decision tree The post Tables in PDFs for RAG: Don’t Flatten the Grid appeared first on Towards Data Science.
Namespace blocks
I started playing with the idea of namespaces in Python due to the recent discussions about public/private. It’s often useful to group related items under a name, but creating a submodule isn’t always desirable. Python…
Changing One Prompt Can Affect 50 Others — I Built a Prompt Dependency Graph to Find What Needs Retesting
I built a prompt dependency graph that separates everything a component can reach from the smaller set that actually needs targeted evaluation. The post Changing One Prompt Can Affect 50 Others — I Built a Prompt…
Quiz: Python AI: How to Build a Neural Network & Make Predictions
Check your grasp of how neural networks make predictions in Python, from dot products and activation functions to gradient descent and backpropagation.
How to Solve the Right Problem in the Age of Agentic AI
A practical framework for reducing uncertainty before agents accelerate implementation The post How to Solve the Right Problem in the Age of Agentic AI appeared first on Towards Data Science.
Jaime Buelta: The Many Challenges in Integrating Information for AI Agents
Recently I’ve been thinking quite a lot about information availability for agents, and the fact that this is a very difficult and potentially irresoluble problem. Let me try to explain myself. I talked before about a…
Python API exposure mechanisms (public/internal) - determining status quo
Motivation and scope This is a summary of the API exposure mechanisms currently used in Python, i.e. whether interaction with names from outside of the namespace they live in is intended and supported. The primarily…
Tracing np.add, all the way down
The author traces a simple np.add(a, b) call through NumPy’s internals, from Python argument handling and dtype dispatch to iteration strategy and the final SIMD-optimized C loop. Along the way, the post explores ufunc…
linecast
Weather, tides, the sun, the moon, and maps, in your terminal. The Old Farmer's Almanac meets Minitel.
KV, Prefix, Prompt and Semantic Caching in LLMs, clearly explained
The post explains the four caching layers in LLM stacks: KV cache, prefix caching, prompt caching, and semantic caching, covering what each stores, their trade-offs, interactions, and the most common issues that prevent…
Django API Overview - DRF, django-ninja, django-bolt and django-modern-rest
In this video, we'll look at Django API options, exploring the best modern packages for API-driven development in Django. We will take a look at Django REST Framework, django-ninja, django-bolt, and django-modern-rest -…
FlightScnr_Pi
Desktop flight and marine radar: a real-time aircraft and marine vessel tracker powered by a Raspberry Pi and 4" round screen.
You Think This Is Good OOP… It’s Not
Six common OOP practices can make code harder to maintain, including overusing inheritance, building unnecessary class hierarchies, breaking the Liskov Substitution Principle, and abstracting too early. The video…
Tech-OA-Interview-Questions
Daily updated list of Tech Company OAs and Interview Problems. Save your time from finding them all over the internet.
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