Issue #22 · 2025-08-25
Stop paying license fees just to download videos you can already see in your browser. yt-dlp quietly gives you a drop-in replacement for expensive paid video-delivery APIs, works across 1000+ platforms, and hands you a single local file you can store, inspect, or transcode however you want. No contracts, no per-GB charges—just a Python tool you can script or embed. URL: https://github.com/yt-dlp/yt-dlp
github_trending · 4 min read
After a decade in production, this dev reveals the seven habits that actually moved the needle on delivery speed, performance, and job satisfaction. Spoiler: the breakthroughs were never about memorizing yet another framework. URL: https://medium.com/@pcodesdev/10-years-of-programming-hard-earned-coding-lessons-to-save-you-a-decade-of-mistakes-d63fd848e62a?sk=5bad34c41e6426a28387e89f4e1f5412
reddit · 8 min read
Microsoft’s new open curriculum walks you from the first “Hello agent” to a fully deployed, multi-turn AI service—without the 5-figure price tag vendors charge. Comes with templates for autonomous coding, research, and customer-support bots. URL: https://github.com/microsoft/ai-agents-for-beginners
reddit · 6 min read
ComfyUI-nunchaku injects a 4-bit kernel that drops VRAM use 75 % while keeping near-native image quality. Artists and engineers can iterate on FLUX, SDXL, or Kontext-dev locally instead of burning cloud credits. URL: https://github.com/nunchaku-tech/ComfyUI-nunchaku
hackernews · 3 min read
Forget prompt-sniping. Teams are now shipping a living “plan.md” that Claude keeps updated like a senior teammate. Result: fewer rewrites, faster reviews, and specs that never go stale. URL: https://betweentheprompts.com/design-partner/
hackernews · 5 min read
TheAlgorithms/Java is the most-starred public repo for battle-tested sorting, search, and data-structure code. Need a red-black tree or A* pathfinder? Grab the single file and be done in minutes. URL: https://github.com/TheAlgorithms/Java
interviews, prototypes
Java · 62812 stars
IBM’s mcp-context-forge wraps your existing REST or SSE endpoints so they speak the new Model Context Protocol. No vendor lock-in, no rewrites—just plug and play with the latest AI coding assistants. URL: https://github.com/IBM/mcp-context-forge
AI tooling
Python · 26 stars
RepoMirror drops a coding agent into a while loop to mirror GitHub repos (and their sub-modules) into your private registry or S3. Great for disaster recovery or air-gapped builds. URL: https://github.com/repomirrorhq/repomirror/blob/main/repomirror.md
backup, CI
Python · 59 stars
Stanford researchers found GPT-4o and Claude 3.5 drop 30 % accuracy when medical questions are re-phrased slightly. The takeaway: benchmark scores ≠ real-world robustness; test your own prompts before shipping. URL: https://www.psypost.org/top-ai-models-fail-spectacularly-when-faced-with-slightly-altered-medical-questions/
AI safety · Stanford University · 7 min read
CoFE gives you “what-if” ECGs so clinicians can see *why* a model flagged arrhythmia. Open-source and dataset-agnostic, it’s already helping hospitals validate black-box diagnostics. URL: https://arxiv.org/abs/2508.16033
healthcare · University of Toronto · 5 min read
Urban planners are turning raw camera feeds into block-by-block “comfort scores” for heat, noise, and walkability using open-source AI. The paper ships with code you can deploy in any city tomorrow. URL: https://arxiv.org/abs/2508.16057
urban AI · MIT & ETH Zurich · 6 min read