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01/06/2025

Black Holes Cosmic Nature

08/04/2025

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08/04/2025
06/04/2025

This is beautiful, isn't it! Can you tell me what this beautiful flower is called?

06/04/2025

The GOAT.

Moon Guide for April 2025 27/03/2025

The Moon meets the Pleiades 2025

In 2025, the Moon will have several notable conjunctions and occultations with the Pleiades star cluster. Here are the key events:​

January 9, 2025: A lunar occultation of the Pleiades will be visible across the Americas, Europe, and western Africa during the early evening hours. ​

February 5–6, 2025: The First Quarter Moon will pass in front of the Pleiades, causing an occultation observable from the western third of the United States shortly after 1 a.m. CST. ​

March 5, 2025: A conjunction of the Moon and the Pleiades will occur, with the 42%-illuminated Moon passing close to the star cluster in the constellation Ta**us. ​
Star Walk

April 1, 2025: The Waxing Crescent Moon will appear near the Pleiades in the evening sky. Observers in Europe may witness the Moon occulting the Pleiades, causing the stars to temporarily disappear from view. ​

Moon Guide for April 2025 Discover the phases of the Moon in April 2025, including a Micro Full Moon and a Super New Moon.

Cluster Management at Google with Borg • John Wilkes • GOTO 2016 27/03/2025

AI-powered Code Repair with Self-Healing Software.

What is it?
Traditionally, when software encounters a bug, it either crashes or requires manual debugging. But now, AI-driven self-healing software can detect, diagnose, and fix issues in real time without human intervention.

How Does It Work?
AI models analyze logs, errors, and patterns to predict and detect failures.

Automated debugging tools like OpenAI's Codex, Facebook’s Aroma, or Amazon's CodeWhisperer suggest and apply fixes.

Machine learning models track past bug fixes to apply similar solutions instantly.

Why is this exciting?
Reduces downtime and human effort in debugging.

Could lead to fully autonomous software maintenance.

Helps prevent zero-day vulnerabilities by instantly patching security flaws.

Where is this being used?
Google’s Borg system (precursor to Kubernetes) already self-heals infrastructure.

Facebook and Microsoft are experimenting with AI-powered software repair.

Autonomous vehicle systems use similar tech to fix software issues mid-operation.

💡 Could this mean fewer software engineering jobs? Not exactly—it will likely shift the role from bug fixing to higher-level problem-solving.

sources:
https://www.youtube.com/watch?v=0W49z8hVn0k
https://dl.acm.org/doi/10.1145/2741948.2741964
https://www.netguru.com/blog/self-healing-code

Cluster Management at Google with Borg • John Wilkes • GOTO 2016 This presentation was recorded at GOTO Berlin 2016http://gotober.comJohn Wilkes - Principal Software Engineer at GoogleABSTRACTCluster management is the set ...

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