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Curated developer articles, tutorials, and guides — auto-updated hourly
ANKUSH CHOUDHARY JOHALApr 29, 2026 • 14 min read
Why We Stopped Using vLLM 0.6 for Local LLMs in Favor of Ollama 0.5 for Code Tasks
After 14 months of running vLLM 0.6 in production for local code generation tasks, we’ve migrated...
#stopped#using#vllm#local
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ANKUSH CHOUDHARY JOHAL4d ago • 3 min read
We Cut Compliance Costs by 40% Using Pulumi 3.140 and Chef 18 for Multi-Cloud AWS and GCP
We Cut Compliance Costs by 40% Using Pulumi 3.140 and Chef 18 for Multi-Cloud AWS and...
#compliance#costs#using#pulumi
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ANKUSH CHOUDHARY JOHAL4d ago • 14 min read
We Cut Log Costs by 35% Using Vector 0.30 and Loki 3.0: Lessons from a 3-Month Tuning
In Q3 2024, our 12-person platform team slashed log ingestion spend by 35% in 90 days, moving from a...
#costs#using#vector#loki
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ANKUSH CHOUDHARY JOHAL6d ago • 3 min read
Retrospective: 6 Months Using MongoDB 7.0 for Our AI/ML Pipeline – 30% Faster Document Storage
Retrospective: 6 Months Using MongoDB 7.0 for Our AI/ML Pipeline – 30% Faster Document...
#retrospective#months#using#mongodb
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ANKUSH CHOUDHARY JOHAL5d ago • 12 min read
We Cut 40% of Our Security Incidents Using Trivy 0.50 and Falco 0.40
In Q3 2024, our 12-person platform engineering team reduced confirmed security incidents by 41.7%...
#security#incidents#using#trivy
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ANKUSH CHOUDHARY JOHAL3d ago • 3 min read
Go 1.22 using Vite 5: The Performance Battle scalability for Teams
Go 1.22 & Vite 5: Performance and Scalability for Modern Teams Modern full-stack...
#using#vite#performance#battle
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ANKUSH CHOUDHARY JOHALApr 30, 2026 • 14 min read
How to Set Up Developer Metrics for 500+ Engineers Using Linear 2.0, Grafana 11.0, and PostHog 3.0
In 2024, 72% of engineering orgs with 500+ developers report wasting $1.4M+ annually on misaligned.....
#developer#metrics#engineers#using
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Swastik-Swarup-Dash6d ago • 11 min read
Real-Time Object Recognition using Multimodal Deep Learning on the Edge
Introduction ===================================================== Real-time object...
#realtime#object#recognition#using
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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 • 15 min read
We Cut Code Review Time by 50% Using GitHub Copilot 2.0 and Linear 2026.01 for Ticket Tracking
\n For 14 months, our 12-engineer backend team averaged 4.2 hours per code review cycle, with 38% o...
#code#review#time#using
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ANKUSH CHOUDHARY JOHALMay 1, 2026 • 16 min read
We Increased Blog Traffic by 60% Using Dev.to 2026 and SEO Optimization for 50+ Posts
In Q1 2026, our engineering blog’s organic traffic jumped 60.2% year-over-year, with 42% of all new....
#increased#blog#traffic#using
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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 29, 2026 • 11 min read
How to Set Up Continuous Compliance for Terraform 1.9 Using Checkov 3.0 and GitHub Actions 3.0
In 2024, 68% of cloud infrastructure breaches stem from misconfigured Terraform code that passed...
#continuous#compliance#terraform#using
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ANKUSH CHOUDHARY JOHALApr 29, 2026 • 13 min read
Hot Take: Why You Should Stop Using Heroku in 2026 – Use Render 2.0 and Kubernetes 1.36 for Better Scalability
In 2025, Heroku’s average p99 API latency for dynos with >1k concurrent connections hit 1.8...
#take#should#stop#using
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ANKUSH CHOUDHARY JOHALMay 1, 2026 • 2 min read
Hot Take: 50% of ML Devs Using OpenAI 5.0 Don't Need Hugging Face 0.20 for Fine-Tuning
Hot Take: 50% of ML Devs Using OpenAI 5.0 Don't Need Hugging Face 0.20 for Fine-Tuning The...
#take#devs#using#openai
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ANKUSH CHOUDHARY JOHAL3d ago • 2 min read
Opinion: Why You Should Avoid Using JavaScript ES2026 for Large Codebases in 2026
Opinion: Why You Should Avoid Using JavaScript ES2026 for Large Codebases in 2026 The...
#opinion#should#avoid#using
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ANKUSH CHOUDHARY JOHAL5d ago • 3 min read
Retrospective: 1 Year Using SvelteKit 2.5 for Edge Apps — 30% Lower Latency but Higher Learning Curve
Retrospective: 1 Year Using SvelteKit 2.5 for Edge Apps — 30% Lower Latency but Higher...
#retrospective#year#using#sveltekit
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ANKUSH CHOUDHARY JOHAL3d ago • 3 min read
Retrospective: 3 Years of Using AWS Lambda for Serverless APIs at 1M Request Scale
Retrospective: 3 Years of Using AWS Lambda for Serverless APIs at 1M Request Scale Three...
#retrospective#years#using#lambda
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ANKUSH CHOUDHARY JOHAL3d ago • 13 min read
Retrospective: 2 Years of Using Flutter 3.x – 50K Users Analyzed with Firebase 10.0
After 24 months of running Flutter 3.0 through 3.22 in production across 12 regional markets,...
#retrospective#years#using#flutter
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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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ANKUSH CHOUDHARY JOHALApr 29, 2026 • 14 min read
Retrospective: Using Turborepo 2.0 Cut 2026 Monorepo Build Time by 50% – 6 Months of Data
In Q1 2026, our 14-person full-stack team reduced monorepo build times from 22 minutes to 11 minutes...
#retrospective#using#turborepo#2026
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ANKUSH CHOUDHARY JOHAL4d ago • 13 min read
Pulumi using Istio 1.20: The Security Flaw in cost optimization for Developers
In Q3 2024, 68% of engineering teams using Pulumi to manage Istio 1.20 service meshes reported...
#pulumi#using#istio#security
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ANKUSH CHOUDHARY JOHAL6d ago • 14 min read
We Cut Cloud Egress Costs by 60% Using Cloudflare R2 and AWS S3 Gateway
In Q3 2024, our team of 6 backend engineers at a mid-sized media SaaS cut monthly cloud egress spend...
#cloud#egress#costs#using
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ANKUSH CHOUDHARY JOHALApr 29, 2026 • 15 min read
War Story: We Cut AWS Bills by 50% in 2026 Using Kubecost 2.0 and Graviton4 Instances
By Q3 2026, our Kubernetes cluster's AWS bill had ballooned to $142,000 per month – 62% of our total...
#story#bills#2026#using
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