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ANKUSH CHOUDHARY JOHALApr 28, 2026 • 16 min read
Retrospective: 2 Years of DevSecOps at Stripe – Reducing Vulnerabilities by 70%
Two years ago, Stripe’s security team was drowning: 1,200 open vulnerability tickets, 42% of...
#retrospective#years#devsecops#stripe
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Orbit WebsitesApr 28, 2026 • 4 min read
Rethinking UI Snapshot Testing: A 12-Year Perspective on Its Limitations
Rethinking UI Snapshot Testing: A 12-Year Perspective on Its Limitations As a seasoned...
#webdev#years#found#snapshot
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ANKUSH CHOUDHARY JOHALApr 30, 2026 • 4 min read
Retrospective: 2 Years of Using Vite 5.x for 50+ Frontend Projects: 6.0 Migration Lessons
Retrospective: 2 Years of Using Vite 5.x for 50+ Frontend Projects: 6.0 Migration...
#retrospective#years#using#vite
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ANKUSH CHOUDHARY JOHALApr 30, 2026 • 4 min read
Retrospective: 3 Years of Using SonarQube 10.6 for Code Quality — Reduced Bugs by 60%
Retrospective: 3 Years of Using SonarQube 10.6 for Code Quality — Reduced Bugs by...
#retrospective#years#using#sonarqube
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ANKUSH CHOUDHARY JOHALApr 28, 2026 • 15 min read
Retrospective: 2 Years of Using Hugging Face Transformers 4.40 for Enterprise Code Fine-Tuning
After 2 years of fine-tuning 14 code-specialized language models on 12TB of proprietary enterprise.....
#retrospective#years#using#hugging
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ANKUSH CHOUDHARY JOHALApr 30, 2026 • 4 min read
Retrospective: 2 Years of Using Svelte 5 for Production Apps at a 50-Developer Frontend Team
2 Years of Svelte 5 in Production: A 50-Developer Team Retrospective We’re a 50-developer...
#retrospective#years#using#svelte
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ANKUSH CHOUDHARY JOHALApr 29, 2026 • 17 min read
Retrospective: 3 Years Building and Scaling a 100-Engineer Team at a Unicorn
In Q3 2021, our unicorn startup’s engineering org hit a breaking point: p99 API latency spiked to...
#retrospective#years#building#scaling
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ANKUSH CHOUDHARY JOHALApr 29, 2026 • 12 min read
Retrospective: 3 Years Using Sentry 24 for Error Tracking and Performance Monitoring
In Q3 2021, our 12-person backend team onboarded Sentry 24 to replace a homegrown ELK stack that was...
#retrospective#years#using#sentry
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ANKUSH CHOUDHARY JOHALMay 1, 2026 • 3 min read
Retrospective: 5 Years as a Site Reliability Engineer at Stripe: Kubernetes 1.32 and SLOs
Retrospective: 5 Years as a Site Reliability Engineer at Stripe: Kubernetes 1.32 and...
#retrospective#years#site#reliability
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ANKUSH CHOUDHARY JOHALApr 30, 2026 • 20 min read
Retrospective: 3 Years of Using Remote Work: Why We Mandated 2 Days in Office in 2026
\n After 36 months of fully remote engineering work, we saw a 22% drop in cross-team collaboration....
#retrospective#years#using#remote
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