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Nucleosynthesis in Stars: Key Cycles
Breakdown of proton-proton, CNO, α-processes and r/s-synthesis in stars. Energy, reactions, role of supernovae. For astrophysicists and specialists — study the mechanisms of stellar evolution.
Self-training: why it works and how to avoid collapse
Breaking down self-training mechanisms on synthetics, model collapse risks, and strategies for middle/senior ML engineers. Filtering rules, verification, real anchor. Improve your training pipeline without degradation.
Multi-phase transactions: implementing fault-tolerant operations in DBMS
Practical guide to implementing multi-phase transactions with idempotent operations to ensure data integrity. Learn how to prevent losses during failures.
CVE-2026-4247 FreeBSD TCP DoS Vulnerability
Analysis of CVE-2026-4247: mbuf leak in TCP Challenge ACK FreeBSD. Attack vectors, sysctl fix, branch patches. Update systems to protect against remote DoS.
Local LLMs for Code: Privacy Without Speed Loss
How to Choose and Set Up Local LLMs for Code Generation. Comparison of Formats, Optimization for Apple Silicon, Integration with Agents. Keep Data Privacy Without Slowing Down Workflow.
AGENTS.md for capturing architecture in development
Learn how to generate SPEC.md from code with AI agents to protect architecture. Step-by-step guide, risks and scenarios. Create a protection file right now.
Iceberg Optimization: sorting and deletion vectors
Configuring write order, statistics, and vectorized deletion in Apache Iceberg. Speed up queries, reduce load on storage. For data engineers.
Toyota invests $1 billion in US plants to produce the Highlander electric vehicle
Toyota invests $1 billion in production of EV Highlander in the US. Analysis of strategy, hidden risks, impact on Tesla and Ford, and forecast for 2026. Learn the details.
Data catalog for data-driven approach
Learn how the data catalog provides up-to-date metadata, lineage and validation for business. Centralize asset management — implement for report transparency. Detailed architecture breakdown.
Rspamd 4.0: spam filtering updates
Rspamd 4.0.0 is out with fuzzy anti-phishing, token balancing, and GPT module. Learn key changes for production deployment. For developers.