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Amartya Jha

Co-Founder & CEO @ codeant.ai (we are hiring)

Joined Joined on  Personal website https://codeant.ai/

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CEO @ codeant.ai

When to Use PR Diffs or Sequence Diagrams in Reviews

When to Use PR Diffs or Sequence Diagrams in Reviews

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9 min read
How to Read and Use Sequence Diagram Notation

How to Read and Use Sequence Diagram Notation

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9 min read
How to Catch Side Effects Using Sequence Diagrams

How to Catch Side Effects Using Sequence Diagrams

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8 min read
Why Risk-Based Code Paths Beat Full Visualization

Why Risk-Based Code Paths Beat Full Visualization

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9 min read
Why Sequence Diagrams Should Be Living Documentation

Why Sequence Diagrams Should Be Living Documentation

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8 min read
How Visual Change Insights Improve Code Safety and Reliability

How Visual Change Insights Improve Code Safety and Reliability

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8 min read
Why Visual Code Insights Matter for Code Safety in 2026

Why Visual Code Insights Matter for Code Safety in 2026

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8 min read
How to Choose the Best LLM for Production Workloads

How to Choose the Best LLM for Production Workloads

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9 min read
Why Tokens per Second Mislead AI Performance Benchmarks

Why Tokens per Second Mislead AI Performance Benchmarks

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8 min read
SWE-Bench Scores Don’t Mean Your AI Is Production-Ready

SWE-Bench Scores Don’t Mean Your AI Is Production-Ready

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10 min read
Why Overall AI Accuracy Scores Miss Critical Domain-Specific Failures

Why Overall AI Accuracy Scores Miss Critical Domain-Specific Failures

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7 min read
Why Faster First Tokens Matter More Than Total Response Time

Why Faster First Tokens Matter More Than Total Response Time

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10 min read
Why LLM Rate Limits and Throughput Matter More Than Benchmarks

Why LLM Rate Limits and Throughput Matter More Than Benchmarks

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8 min read
Test Scheduled Post

Test Scheduled Post

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1 min read
How Poor Tool Calling Behavior Increases LLM Cost and Latency

How Poor Tool Calling Behavior Increases LLM Cost and Latency

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6 min read
How to Test LLM Performance on Real Code Instead of Synthetic Benchmarks

How to Test LLM Performance on Real Code Instead of Synthetic Benchmarks

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6 min read
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