Cold Starts in Serverless
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…
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Why AI Image Generation Should Be Async
AI image generation can look like a simple request-response feature. A user enters a prompt, clicks generate, and waits for an image. For a prototype,…
🦄 Modernizing Wild Rydes with modern technologies
Wild Rydes was an old project used by AWS hands-on labs to show how to deploy a serverless application using its services. It consists of a Uber-like …
Serverless Computing
Serverless Function Tulis kode di laptop/Lokal nano lambda_function.py Isi Folder import json def lambda_handler(event, context): name = event.get('qu…
Building a Production Serverless URL Shortener on AWS — 21 Articles, Every Test Run for Real
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…
Serverless Mental Models: What They Don't Tell You Before You Build
Most serverless tutorials teach you how to deploy a Lambda function. This article teaches you how to think about serverless, so you can make good arch…
We Replaced Our RAG Pipeline With Persistent KV Cache. Here's What We Found.
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…
Lambda Execution Roles Are Quietly Breaking Your Least Privilege Policy
Who This Is For If you are using AWS Lambda to build serverless applications and you have never stopped to look closely at the IAM roles attached to y…
How I built an AWS Lambda clone with Firecracker microVMs
Ever wondered what actually happens when you invoke a Lambda function? Not the API layer but the execution layer. What runs your code, how it's isolat…
Serverless Contact Form — Lambda, API Gateway, DynamoDB, and SES
Overview The contact form on bonefishsoftware.com is fully serverless — no EC2, no always-on server. A visitor submits the form, the request hits an A…
Deploying a Static Portfolio Website Using AWS S3 (No Server Needed) 🚀
As part of my Cloud Computing Internship, I completed my first project: The Global Launch — deploying a static website globally without provisioning a…
A Scaling Lesson Building Production-Grade Agentic AI Systems
A Scaling Lesson Building Production-Grade Agentic AI Systems One of the early observations we had while designing enterprise AI agents was this: Givi…
Operational Hardening — Guardrails, Secrets Rotation & SLO — FSx ONTAP S3AP Phase 12
TL;DR Phase 12 hardens the Phase 11 event-driven pipeline for production: capacity guardrails, automated secrets rotation, SLO observability, and Pers…
Немного извращений из мира прокси и VPN
XTLS-Reality, XHTTP, Naiveproxy и всякие там AnyTLS - это не интересно. Давайте копнем чуть глубже и посмотрим, где прячется настоящее безумие. Особен…
Event-Driven Ransomware Detection with ONTAP ARP + Datadog
TL;DR ONTAP's Autonomous Ransomware Protection (ARP) detects encryption patterns at the storage layer. When ARP fires, an EMS event is pushed via webh…
Shipping FSx for ONTAP Logs to Datadog — The Serverless Way
TL;DR Deploy a CloudFormation stack, configure ONTAP audit logging, and see structured file access events in Datadog Log Explorer within minutes — no …
Why Your FSx for ONTAP Audit Logs Deserve Better Than EC2
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 …
The Hive Mind: Scaling Multi-Agent AI State with AWS Lambda and Amazon EFS
If you are building a multi-agent AI system on AWS, you will quickly hit a massive, hidden architectural wall: State Transfer. In a multi-agent framew…
I Built a Free Meme API with 2,300+ Templates on Cloudflare Workers
Last month I wanted to add meme generation to a side project. Every meme API I found was either paid, rate-limited to hell, or had maybe 50 templates.…
How we tracked down a mysterious latency issue in our AWS Lambda + RDS Proxy stack, and discovered Prisma was the culprit all along.
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…
Build and Deploy an Automatic Sync Solution for Amazon Bedrock Knowledge Bases
Introduction The AWS Blog post " Build and deploy an automatic sync solution for Amazon Bedrock Knowledge Bases " introduces a solution for automatica…
Building a Serverless Website on AWS (and GCP)
Multi-cloud means understanding that every provider works differently. You only really learn that by actually building on them. The Cloud Resume Chall…
AWS Free Hands-On
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 …
Smart Routing, Transfer Family Ingestion, and Voice Chat — Permission-Aware RAG v4.2
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…
The Truth About Serverless APIs Nobody Mentions
I've noticed serverless conversations tend to split into two camps: People who think it solves everything, and people who think it's a mistake. The re…
Smart Routing, Transfer Family Ingestion, and Voice Chat — Permission-Aware RAG v4.2
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…
Production Rollout, VPC Endpoint Auto-Detection, and the CDK No-Go — FSx for ONTAP S3 Access Points, Phase 9
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…
I Spent 6 Hours Debugging AWS Before Realising the Bug Was a Capital Letter
I stared at my screen for 6 hours. The API kept returning 404. I checked the Lambda code line by line. I tested the DynamoDB table. I redeployed the A…
Flutter + Firebase Cloud Functions: Complete Guide with Real Examples 🚀
Introduction Building modern mobile apps requires more than just a beautiful UI — you also need a reliable backend. This is where F**lutter and Fireba…
What Happens During an Incident (Part 4)
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…