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Nearly 100,000 scam posts removed as Govt steps up online fraud fight

NEARLY 100,000 scam-related posts have been removed from social media platforms in Malaysia this year, as authorities step up efforts to protect the public from increasingly widespread online fraud.

  • Nearly 100,000 scam posts removed from Malaysian social media this year
  • MCMC exceeded 98,503 posts taken down last year
  • 106,268 removal requests submitted to platforms

I Turned the GetBirthChart Astrology Engine Into a Python Package

A few weeks ago, I open-sourced the Python calculation engine behind GetBirthChart. The source was public, but using it still meant cloning the repository, setting up the environment, and…

  • GetBirthChart engine open-sourced as Python package gbc-astro
  • Package installs via pip install gbc-astro, maintains original calculations
  • Features planetary positions, zodiac placements, houses and more

Database Partitioning & Sharding: How to Distribute Massive Datasets

As an application grows, its database grows with it. A small application might start with a few thousand users and a single database server.

  • Database partitioning breaks large datasets into smaller, manageable pieces called partitions.
  • Sharding distributes data across multiple independent database servers using a shard key.
  • Choosing the right shard key is crucial for even data distribution and preventing hotspots.

I built a GitHub repository intelligence API — here's what I learned

Every open source maintainer I've talked to has the same problem. Their GitHub issues are a mess. Missing descriptions. No labels. Tickets open for 8 months with zero activity.

  • RepoAudit is a GitHub repository intelligence API built in TypeScript
  • Batching AI scoring at 20 issues per call prevents latency issues
  • API offers three pricing tiers: free, starter, and pro

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