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Efficient Percentile Ranking in PostgreSQL
When analyzing data, percentiles help us understand the relative ranking of records within a dataset.
When Machines Learn to Delete: An 8-Week Experiment in AI Autonomy
In 8 weeks, AI agents cut duplication 73% and boosted confidence 4x by unlearning bad habits. Here’s the playbook for smarter, simpler automation.
Why Your Startup Needs a Single Source of Truth (And How to Create It)
Most early-stage failures come from misalignment rather than technology. How to build a single source of truth the whole team actually uses.
Technical Bias: The Invisible Force Shaping Our Architecture Decisions
Architecture reviews kill workable solutions for reasons that are not technical. How preference dressed as judgment shapes the stack you end up with.
Transforming Documentation with Next.js: A Case Study with JetThoughts
CodeVerse ran documentation on Jekyll and their marketing site on Gatsby, and the seams showed. How we rebuilt both as one Next.js platform.
Red Flags to Watch for in a Big PR: When to Stop, Split, or Rework
PR red flags for dev teams: Spot when to split large pull requests, avoid merge conflicts, improve code review efficiency. Boost team productivity, ship faster with smaller PRs ✓
How Small PR Improves Team Productivity
In many companies, teams work together to achieve big goals. One way to keep the team productive is by focusing on small pull requests (PRs).
What to Do When You Have a Big PR Blocking Other Issues
Sometimes, despite your best efforts, you end up with a large pull request (PR) that blocks other tasks.
Stop using Faker and random data in the test fixtures.
Faker/FFaker can seem like the perfect solution to generate data for testing.
Help shepherd to count sheep in Elixir
I have been thinking about learning a functional language for a long time. So recently I’ve started to play around with Elixir.
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