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Многие смотрят на это спустя рукава, но Google создавал AIStudio не для того, чтобы вы ежедневного пользовались им в качестве осно…
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Многие смотрят на это спустя рукава, но Google создавал AIStudio не для того, чтобы вы ежедневного пользовались им в качестве осно…
TL;DR If you're shipping AI inference and tired of babysitting GPUs, serverless is the way out. You deploy the model, the platform scales it from zero…
A serverless AWS pipeline that auto-monitors every CloudWatch log group, scans for leaked credentials in real-time, sends rate-limited alerts, and shi…
Your payment just failed. The user needs to know before they try to check out again. Your deployment pipeline just finished. The engineer who kicked i…
There's a specific kind of frustration that comes from iterating on Lambda code. You change one line. You run cdk deploy . You watch the CloudFormatio…
I Built pretext-pdf: Serverless PDFs Without Chromium I got frustrated with PDF generation in Node.js. Every tool had trade-offs, and none of them fel…
Most founders who build a competitor to an existing tool do it because they couldn't afford the original. That wasn't my situation. I was paying for M…
How I built a real-time serverless security detection pipeline on AWS using CloudTrail, EventBridge, Lambda, DynamoDB, and SNS — and what broke along …
The Great Serverless Pause: Battling the "Cold Start" Beast Ever ordered a pizza and it took ages to arrive, leaving you ravenous and staring at an em…
Most serverless tutorials stop at a hello-world Lambda behind API Gateway. I wanted the opposite: build one real product end to end, run every command…
RAG has become the default answer for giving LLMs access to private knowledge. And for good reason — it works. But after running it in production we k…
A Scaling Lesson Building Production-Grade Agentic AI Systems One of the early observations we had while designing enterprise AI agents was this: Givi…
TL;DR Phase 12 hardens the Phase 11 event-driven pipeline for production: capacity guardrails, automated secrets rotation, SLO observability, and Pers…
TL;DR Deploy a CloudFormation stack, configure ONTAP audit logging, and see structured file access events in Datadog Log Explorer within minutes — no …
TL;DR FSx for ONTAP file access audit logs are usually consumed through EC2-based patterns — mounted audit volumes and agent-based forwarders such as …
Our API Was Fine. Database Was Fine. So Why Were Queries Taking 16 Seconds? It started with a support ticket. A customer-facing API that normally resp…
Introduction This is for the "I want to try AWS but I'm scared of the bill" and "I made an account once and never did anything with it" crowd. By the …
What This Post Covers This is a companion article to the FSx for ONTAP S3 Access Points Serverless Patterns series. While that series focuses on serve…
What This Post Covers This is a companion article to the FSx for ONTAP S3 Access Points Serverless Patterns series. While that series focuses on serve…
TL;DR This is Phase 9 of the FSx for ONTAP S3 Access Points serverless pattern library. Building on Phase 8 , Phase 9 delivers: VPC Endpoint auto-dete…
In Part 3, we separated signals on purpose: metrics tell you where to look logs and traces tell you what happened audit tells you what can be proven l…
After running Bun on Lambda for 60 days, we discovered it's 3x faster than Node.js 22. However, the transition wasn't without its surprises. Here's wh…
Modern APIs are trending more and more away from monolith architecture towards smaller, independent services. Serverless applications are currently at…
I built shadibiodata.com — a marriage biodata maker for Indian families. This isn't a post about the product. It's about the specific technical decisi…
TL;DR This is Phase 5 of the FSx for ONTAP S3 Access Points serverless patterns collection. Building on the Phase 1 foundation , the 14 industry patte…
There is a point in many serverless platforms where a Step Functions workflow that once felt elegant starts to feel like a mini application platform o…
Overview Let's get our hands dirty. This part covers the full setup and the actual demo: deploy PayLedger to both regions, wire up Route 53 failover, …