Building with AI? Check the Red Hat AI repo on Hugging Face 🤖
It offers optimized and validated models curated by Red Hat.
For example, in March, Red Hat validated and optimized the `Qwen3-Coder-Next` model — a strong option for code generation tasks 👉 https://t.co/DKkwnYj4jR
Stop burning tokens on Claude Code.
Use this instead 👇
A free GitHub repo (80K⭐) that turns your CLI into a high-performance AI coding system.
Link → https://t.co/UTuw1B8Ggn
Why it’s different:
→ Token optimization
Smart model selection + lean prompts = lower cost
→ Memory persistence
Auto-save/load context across sessions
(No more losing the thread)
→ Continuous learning
Turns your past work into reusable skills
→ Verification loops
Built-in evals to make sure code actually works
→ Subagent orchestration
Handles large codebases with iterative retrieval
Most people think Claude struggles with complex repos.
It doesn’t.
They’re just not using the right setup.
This fixes that.
Bookmark this for your AI stack. ♻️
#AI #Claude #AIAgents #LLM #GenAI #DevTools
Three algorithm books from MIT Press. All are free to read online.
Mykel Kochenderfer and team published a trilogy that covers ground most engineers actually need:
1. 𝗔𝗹𝗴𝗼𝗿𝗶𝘁𝗵𝗺𝘀 𝗳𝗼𝗿 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻 (2019)
Linear programming, convex optimization, surrogate models, population methods. The math behind every search and tuning problem you've touched.
2. 𝗔𝗹𝗴𝗼𝗿𝗶𝘁𝗵𝗺𝘀 𝗳𝗼𝗿 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗠𝗮𝗸𝗶𝗻𝗴 (2022)
Probabilistic reasoning, sequential problems, reinforcement learning, and multi-agent systems. If you're building anything with AI agents, start here.
3. 𝗔𝗹𝗴𝗼𝗿𝗶𝘁𝗵𝗺𝘀 𝗳𝗼𝗿 𝗩𝗮𝗹𝗶𝗱𝗮𝘁𝗶𝗼𝗻 (Preview)
Safety analysis, verification, and robustness testing for autonomous systems. The part most teams skip until something breaks.
I've been going through the Decision Making one recently. The treatment of POMDPs and game-theoretic methods is well worth your time.
Link: https://t.co/fuC3vaGNAS
Distribuirani sustav koji pohranjuje podatke ne može istodobno jamčiti sve tri sljedeće osobine: konzistentnost (eng. Consistency, C), dostupnost (eng. Availability, A) i otpornost na particije (eng. Partition Tolerance, P).
https://t.co/X93nN4bAV2
Немецкие, сдавайте Einbürgerungstest, даже если пока не задумываетесь от гражданстве. Это недорого (25 евро), просто (330 вопросов выучить, в каждом один из четырёх вариантов ответа, правильно ответить надо на 17 из 33 случайных) и полезно (узнаете что-то интересное про Германию). Когда потребуется, бумага уже будет, и не надо будет искать место, где есть запись скоро. Я спокойно записался в январе, сдал в апреле, получил бумагу вот. Учитывая новый закон о гражданстве, вероятно очереди в ближайшие годы станут длиннее, поэтому лучше не откладывать. И ещё один важный плюс: будет чем хвастаться в Твиттере!
DataImportHandler now has a new home at @SearchScale (https://t.co/ZYFITYnIOn), with version 9.0.0 (for @ApacheSolr 9.0.0) just released. Thanks to @krzysztofdebski!
I have an announcement for the #Java folks. I'm writing a book about common mistakes in Java code. First four chapters are already available in @ManningBooks Early Access Program (MEAP). Use this code to get 45% discount: mlvaleev (valid until Match 16th). https://t.co/jHbWGFrMfe
For those looking for a friendly @java community, join us on our javaspecialists slack team. Almost 13000 Java enthusiasts and the largest #java slack team in the world. All welcome. https://t.co/W3HyF579kC for an invite #java