Congratulations to the winners of Summer Sprint PETAMelon
The best cases according to the results of the sprint are accepted for study and testing in real conditions, we will report the results.

According to the conditions of the sprint on June 11-12 · with Rostelecom · Sputnik · and Aikumen IHD as partners · the participants are students of the Moscow Institute of Electronics and Mathematics and the Higher School of Economics ...

AWS Kiro, Meta incidents and LiteLLM attack revealed risks of autonomous AI in prod. Policy gates, blast limits and CI/CD hygiene — key measures. Study the conclusions for secure DevOps.
Experiment with autonomous AI on a server: the agent chose a name, changed the prompt, created philosophical texts. Study the technical implementation and ethical questions.
Comparison of Kotlin courses for Android: from 3 to 14 months, with mentorship and projects. Choose by budget and pace — full review of MVVM, Compose, Retrofit stacks.
Speed up the release of large ArrayBuffer in JavaScript using MessageChannel and Worker. Peak memory reduction up to 310 MB in Chrome. Code, benchmarks, compatibility for middle/senior dev.
Analysis of attacks on litellm and telnyx via Trivy. Recommendations on cooldown, lock-files and trusted publishers for Python developers. Avoid compromise — implement P3D.
UC Berkeley engineers created an AI framework for automatic design of modular shape-shifting robots. Learn how this changes robotics and who will benefit from the technology. Read more.
Analysis of mass production of Nvidia Spectrum-X CPO switches: why it kills the optical modules market, who wins and loses, hidden consequences for the supply chain.
How to implement Screencast and Browser Bind API from Playwright 1.59. Practical examples for test automation with AI. Learn the details.
Testing Whisper Large, Handy and GigaAM v3 for Russian-English dictation in LLM. Selection criteria, benchmarks, setup for technical tasks. Learn how to speed up workflow.
Set up remote OTA updates in Raspberry Pi Connect for Raspberry OS Trixie. Instructions for installing rpi-connect-ota, deployment, and monitoring. Ideal for IoT and embedded projects. Learn the details.