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ANKUSH CHOUDHARY JOHALApr 30, 2026 • 13 min read
War Story: We Built a Python 3.13 Trading Bot with Alpaca 3.0 and Made 15% Returns in Q1 2026
At 09:32 EST on January 2, 2026, our Python 3.13 trading bot executed its first live order via Alpac...
#story#built#python#trading
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ANKUSH CHOUDHARY JOHALApr 29, 2026 • 14 min read
How NVIDIA Built Their 2026 H100 GPU Driver for LLM Training with PyTorch 2.5 and TensorFlow 2.18
In Q3 2025, NVIDIA’s internal LLM training benchmarks showed a 47% throughput jump for 70B+ paramete...
#nvidia#built#2026#h100
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ANKUSH CHOUDHARY JOHALApr 29, 2026 • 13 min read
War Story: We Built a Custom Operator with Go 1.24 and Cut Manual Operations by 70%
In Q3 2024, our 6-person platform team was drowning in 142 hours of manual Kubernetes cluster...
#story#built#custom#operator
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ANKUSH CHOUDHARY JOHALApr 29, 2026 • 18 min read
War Story: We Built a DevOps CLI With Go 1.26 and Cobra 1.8 Used by 1k Engineers in 2026
\n In Q3 2026, our internal DevOps CLI—built with Go 1.26 and Cobra 1.8—hit 1,023 daily active...
#story#built#devops#cobra
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ANKUSH CHOUDHARY JOHALApr 30, 2026 • 13 min read
We Built a Custom AI Code Reviewer with Guardrails 0.4 and GitHub Actions 3.0 That Cuts Bugs by 25%
In a 12-week controlled trial across 14 engineering teams at three mid-sized SaaS companies, our...
#built#custom#code#reviewer
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ANKUSH CHOUDHARY JOHAL6d ago • 14 min read
How We Built a Cross-Platform Desktop App with Tauri 2.0 and SvelteKit 2.5 That Hit 10k Downloads in 1 Month
When we shipped our first Tauri 2.0 + SvelteKit 2.5 desktop app on March 12, 2024, we hit 10,427...
#built#crossplatform#desktop#tauri
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ANKUSH CHOUDHARY JOHALApr 28, 2026 • 14 min read
Code Story: How We Built a Vector Search Engine with Pinecone 2026 and LangChain
In Q3 2025, our team’s legacy keyword search system was returning irrelevant results for 62% of...
#code#story#built#vector
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ANKUSH CHOUDHARY JOHALApr 28, 2026 • 15 min read
Code Story: How We Built a CLI Tool for Managing 1000 GitHub Repositories with Go 1.24 and Octokit 4.0
Last quarter, our platform engineering team spent 120 hours per month manually syncing branch...
#code#story#built#tool
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ANKUSH CHOUDHARY JOHALMay 1, 2026 • 13 min read
How Stripe Built Their 2026 Fraud Detection with Python 3.13, Scikit-Learn 1.5, and AWS Lambda
In Q1 2026, Stripe processed $1.2 trillion in global transactions, blocking 412 million fraudulent.....
#stripe#built#2026#fraud
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