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ANKUSH CHOUDHARY JOHALMay 1, 2026 • 14 min read
Opinion: Why RAG Is Overrated for Small Codebases: Use Fine-Tuning Instead
After benchmarking 12 small codebases (under 50k LOC) across 3 teams, I found RAG-based code...
#opinion#overrated#small#codebases
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ANKUSH CHOUDHARY JOHALApr 28, 2026 • 16 min read
War Story: Migrating 500+ Codebases from Checkmarx 10.0 to SonarQube 10.0
In Q3 2023, our 12-person platform engineering team faced a $2.1M annual Checkmarx 10.0 renewal quot...
#story#migrating#codebases#checkmarx
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