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Arpit Bhayani

Temporal Primer - Building Long-Running Systems What Matters in Production RAG Structure of Every LLM Chat How LLMs Really Work Your Monolith Is Already A Distributed System Databases Were Not Designed For This BM25 JOIN Algorithms Venting at Work Comes at a Reputation Cost Why Half Your Skills Expire Every Few Years Multi-Paxos - Consensus in Distributed Databases MySQL Replication Internals Bloom Filters When You Increase Kafka Partitions Product Quantization The Q, K, V Matrices The Day I Accidentally Deleted Production How LLM Inference Works What are Blocking Queues and Why We Need Them Heartbeats in Distributed Systems How Writes Work in Apache Cassandra Redis Replication Internals How to Handle Arrogant Colleagues at Work How Does a CDN Handle Content Replication You Can't Fix Everything on Day One When Emotions Spill Over at Work Why gRPC Uses HTTP2 Meetings With No Agenda Are a Waste of Time Career Longevity Beats Constant Job Hopping Stay Relevant at Higher Salary Levels
Own Your Mistakes
Arpit Bhayani · 2025-03-06 · via Arpit Bhayani

Instead of sweeping failures under the rug, own them.

Every mistake has something to teach us, but only if we take the time to reflect. What went wrong? What caused it? What could have been done differently? Talking it through with others or journaling about it can be a great way to grow, both personally and in your career.

But reflection alone isn’t enough - growth happens when we act on those lessons. Taking responsibility and applying what you’ve learned make you a better engineer.

We all make mistakes. What matters most is how we choose to move forward.