I’ve been experimenting with DSPy for building LLM pipelines instead of manually prompting models.
https://github.com/ekb-dev-ai/dspy-demo
https://redd.it/1tlwss4
@r_coding
https://github.com/ekb-dev-ai/dspy-demo
https://redd.it/1tlwss4
@r_coding
GitHub
GitHub - ekb-dev-ai/dspy-demo
Contribute to ekb-dev-ai/dspy-demo development by creating an account on GitHub.
TrapDoor supply-chain campaign reportedly used malicious Crates.io packages to target developer credentials
https://thecybersecguru.com/news/trapdoor-supply-chain-attack/
https://redd.it/1tmm7ae
@r_coding
https://thecybersecguru.com/news/trapdoor-supply-chain-attack/
https://redd.it/1tmm7ae
@r_coding
The CyberSec Guru
TrapDoor Supply Chain Attack: npm, PyPI, and Crates.io Hit | The CyberSec Guru
Inside the TrapDoor supply chain attack. Discover how 34+ packages across npm, PyPI, and Crates.io use AI prompt injection to steal dev secrets
How many branches can your CPU predict? – Daniel Lemire's blog
https://lemire.me/blog/2026/03/18/how-many-branches-can-your-cpu-predict/
https://redd.it/1tmuphf
@r_coding
https://lemire.me/blog/2026/03/18/how-many-branches-can-your-cpu-predict/
https://redd.it/1tmuphf
@r_coding
Daniel Lemire's blog
How many branches can your CPU predict?
Modern processors have the ability to execute many instructions per cycle, on a single core. To be able to execute many instructions per cycle in practice, processors predict branches. I have made the point over the years that modern CPUs have an incredible…
Designing a RAG Pipeline for 10M+ Documents With Near-Zero Hallucination
https://medium.com/codex/designing-a-rag-pipeline-for-10m-documents-with-near-zero-hallucination-3e5875a15204
https://redd.it/1tnbr48
@r_coding
https://medium.com/codex/designing-a-rag-pipeline-for-10m-documents-with-near-zero-hallucination-3e5875a15204
https://redd.it/1tnbr48
@r_coding
Medium
Designing a RAG Pipeline for 10M+ Documents With Near-Zero Hallucination
Why retrieval quality matters more than the frontier model when knowledge accuracy is the real product
Beyond Pandas: Polars or DuckDB for Faster Local Data Analysis
https://medium.com/@yangzhou1993/beyond-pandas-polars-or-duckdb-for-faster-local-data-analysis-7953574e6dae?sk=8ef7609c5e31c72f96dc6dbb68b01a08
https://redd.it/1tncvbg
@r_coding
https://medium.com/@yangzhou1993/beyond-pandas-polars-or-duckdb-for-faster-local-data-analysis-7953574e6dae?sk=8ef7609c5e31c72f96dc6dbb68b01a08
https://redd.it/1tncvbg
@r_coding
Medium
Beyond Pandas: Polars or DuckDB for Faster Local Data Analysis
Practical examples, fair benchmarks, and when I would still keep pandas
Persistent multiplayer state without chaos
https://packagemain.tech/p/persistent-multiplayer-state-without
https://redd.it/1tne3vp
@r_coding
https://packagemain.tech/p/persistent-multiplayer-state-without
https://redd.it/1tne3vp
@r_coding
packagemain.tech
Persistent multiplayer state without chaos
How I keep a live multiplayer game consistent with PostgreSQL holding the truth and Redis doing the fast work
SFQ: Simple, Stateless, Stochastic Fairness
https://brooker.co.za/blog/2026/02/25/sfq.html
https://redd.it/1to0gnd
@r_coding
https://brooker.co.za/blog/2026/02/25/sfq.html
https://redd.it/1to0gnd
@r_coding
brooker.co.za
SFQ: Simple, Stateless, Stochastic Fairness - Marc's Blog
QMind v2.0 — Quantum-Inspired AI Reasoning System (MIT License, Python)
https://github.com/Neo-Unknown/QMind-Project-Folder.git
https://redd.it/1to7tzd
@r_coding
https://github.com/Neo-Unknown/QMind-Project-Folder.git
https://redd.it/1to7tzd
@r_coding
GitHub
GitHub - Neo-Unknown/QMind-Project-Folder
Contribute to Neo-Unknown/QMind-Project-Folder development by creating an account on GitHub.
for newbies who wanna know where to contribute and how to
https://medium.com/@ByIsh/where-and-how-to-contribute-to-open-source-community-23d1d13e3ade
https://redd.it/1to7agb
@r_coding
https://medium.com/@ByIsh/where-and-how-to-contribute-to-open-source-community-23d1d13e3ade
https://redd.it/1to7agb
@r_coding
Medium
Where and How to Contribute to Open-Source Community
This post will cover everything you need to know as a newbie, from which repo to pick to how to make your first contribution step by step.
I made a starter kit that makes coding agents follow a consistent harness engineering process
https://github.com/baskduf/harness-starter-kit
https://redd.it/1toax5d
@r_coding
https://github.com/baskduf/harness-starter-kit
https://redd.it/1toax5d
@r_coding
GitHub
GitHub - baskduf/harness-starter-kit: Repo-native harness engineering starter kit for coding agents.
Repo-native harness engineering starter kit for coding agents. - baskduf/harness-starter-kit
Python Supply Chain Security: 8 Things That Happen After pip install
https://medium.com/techtofreedom/python-supply-chain-security-8-things-that-happen-after-pip-install-4075d5d5358e?sk=7c197d11681d85dcbdf048bbdcdb4426
https://redd.it/1todox0
@r_coding
https://medium.com/techtofreedom/python-supply-chain-security-8-things-that-happen-after-pip-install-4075d5d5358e?sk=7c197d11681d85dcbdf048bbdcdb4426
https://redd.it/1todox0
@r_coding
Medium
Python Supply Chain Security: 8 Things That Happen After pip install
Dependency pinning, lock files, trusted publishing, malicious packages, CI/CD secrets, and what modern tooling changes.
There wasn't Firefox Relay API. So I built my own. Hope you'll find it useful.
https://github.com/leo-proger/firefox-relay-api
https://redd.it/1tofcaq
@r_coding
https://github.com/leo-proger/firefox-relay-api
https://redd.it/1tofcaq
@r_coding
GitHub
GitHub - leo-proger/firefox-relay-api: Unoffical API for Firefox Relay
Unoffical API for Firefox Relay. Contribute to leo-proger/firefox-relay-api development by creating an account on GitHub.
D For Shell Scripting: A Better Alternative to Python and Bash
https://medium.com/gitconnected/d-for-shell-scripting-a-better-alternative-to-python-and-bash-57e3392c628b?sk=84e33a9f06c8ff10428591462f5909df
https://redd.it/1toxugg
@r_coding
https://medium.com/gitconnected/d-for-shell-scripting-a-better-alternative-to-python-and-bash-57e3392c628b?sk=84e33a9f06c8ff10428591462f5909df
https://redd.it/1toxugg
@r_coding
Medium
D For Shell Scripting: A Better Alternative to Python and Bash
I started using D for shell scripting — the experience is amazing
Data Structures and Algorithms ( DSA ) in Python
https://github.com/suresh-srivastava/data-structures-and-algorithms-in-python
https://redd.it/1toxlcy
@r_coding
https://github.com/suresh-srivastava/data-structures-and-algorithms-in-python
https://redd.it/1toxlcy
@r_coding
GitHub
GitHub - suresh-srivastava/data-structures-and-algorithms-in-python: Data Structures and Algorithms ( DSA ) In Python
Data Structures and Algorithms ( DSA ) In Python. Contribute to suresh-srivastava/data-structures-and-algorithms-in-python development by creating an account on GitHub.
Node.js worker threads are problematic, but they work great for us
https://www.inngest.com/blog/node-worker-threads
https://redd.it/1tp6u3i
@r_coding
https://www.inngest.com/blog/node-worker-threads
https://redd.it/1tp6u3i
@r_coding
Inngest
Node.js worker threads are problematic, but they work great for us - Inngest Blog
Worker threads solve real problems, but they come with constraints that Go, Rust, and Python developers would never expect. Here's what we learned moving Inngest Connect's internals off the main thread.
AI can now turn any npm install into a security breach. Here is what we can do about it.
https://medium.com/@toplinesoftsys/security-armageddon-is-here-e44141fb3914
https://redd.it/1tp9xmb
@r_coding
https://medium.com/@toplinesoftsys/security-armageddon-is-here-e44141fb3914
https://redd.it/1tp9xmb
@r_coding
Medium
Security Armageddon Is Here
What can we do about it?
Open-source Python roadmap repo with docs site & notebook support
https://github.com/meysamhadeli/learn-python
https://redd.it/1tphkk1
@r_coding
https://github.com/meysamhadeli/learn-python
https://redd.it/1tphkk1
@r_coding
GitHub
GitHub - meysamhadeli/learn-python: A structured Python course for AI and web development.
A structured Python course for AI and web development. - meysamhadeli/learn-python
Sinth - the easier way to code reactive
https://www.npmjs.com/package/@yannosay/sinth
https://redd.it/1tqdwwq
@r_coding
https://www.npmjs.com/package/@yannosay/sinth
https://redd.it/1tqdwwq
@r_coding
Some Python Features We Almost Got but Never Did
https://medium.com/techtofreedom/9-python-features-we-almost-got-but-never-did-4fcc5b358d55?sk=109955a1b32136b807cedbf1ab46b193
https://redd.it/1tqgcf6
@r_coding
https://medium.com/techtofreedom/9-python-features-we-almost-got-but-never-did-4fcc5b358d55?sk=109955a1b32136b807cedbf1ab46b193
https://redd.it/1tqgcf6
@r_coding
Medium
9 Python Features We Almost Got but Never Did
Rejected PEPs on None handling, lazy imports, keyword shortcuts, lock files, and other ideas developers still miss.