Author

Aadhith

@aadhith

articles: 11
total claps: 40
top claps: 11
avg read: 5.3 min
active: 2025-02-28 → 2026-07-01

Wiki topics

☁️ · DevOps & Cloud · 11 AI · AI · General · 5 LLM · Large Language Models · 4 OPS · LLMOps & Inference · 3 AGT · AI Agents · 2 🎬 · Film & Television · 1 CRY · Crypto & Web3 · 1 GRW · Growth & Analytics · 1

Top tags

#aws ·8 #cloudwatch ·4 #finops ·3 #lambda ·2 #genai ·2 #bedrock ·2 #claude ·2 #llm ·2 #webex ·2 #aws-bedrock ·2

AI HUM TCH MDA

AA Aadhith

Bedrock Invocation Logs: The Single Source of Truth for Debugging AI Agents on aw

“It works on my machine” is the classic developer meme. In the world of Generative AI, the new meme is: “It works, but why did it cost $50…

Dec 05, 2025 · 4 min read · 11 claps #bedrock #aws #claude

Bedrock Invocation Logs: The Single Source of Truth for Debugging AI Agents on aw

AI TCH

AA Aadhith

Tracking Costs for AWS Bedrock Models Using Application Inference Profiles and CloudWatch

When using Amazon Bedrock models, cost tracking can be a challenge, especially with on-demand models that don’t support direct tagging…

Mar 08, 2025 · 5 min read · 10 claps #aws #aws-bedrock #cost-optimization

Tracking Costs for AWS Bedrock Models Using Application Inference Profiles and CloudWatch

TCH AI

AA Aadhith

Solving AWS Batch Monitoring Blind Spots: EventBridge + Lambda + CloudWatch Custom Metrics

Recently, we had an incident where a script unintentionally triggered 1,000 AWS Batch jobs at once. The jobs piled up in the job queue and…

Sep 01, 2025 · 6 min read · 5 claps #aws #batch #cloudwatch

Solving AWS Batch Monitoring Blind Spots: EventBridge + Lambda + CloudWatch Custom Metrics

TCH

AA Aadhith

Automating AWS Cost Reports with a Webex Bot and AWS Lambda

In this blog post, we will walk through the process of setting up a Webex bot that retrieves AWS Cost and Usage Reports (CUR) using AWS…

Feb 28, 2025 · 4 min read · 4 claps #aws #finops #lambda

Automating AWS Cost Reports with a Webex Bot and AWS Lambda

AI ART TCH MED

AA Aadhith

From Black Box to Clarity: Observability for LangChain RAG Chatbots Using OpenTelemetry + AWS X-Ray

Supercharge your RAG architecture with deep tracing visibility using OpenTelemetry and AWS X-Ray. In this blog you will learn how to…

Mar 18, 2025 · 5 min read · 3 claps #cloudwatch #llm-applications #opentelemetry

From Black Box to Clarity: Observability for LangChain RAG Chatbots Using OpenTelemetry + AWS X-Ray

AI TCH

AA Aadhith

Automating AWS Bedrock Cost Reporting with Webex Bot and Lambda

AWS Bedrock provides powerful generative AI capabilities, but tracking token usage and associated costs is crucial for managing expenses…

Apr 08, 2025 · 4 min read · 2 claps #webex #aws-bedrock #aws-lambda

Automating AWS Bedrock Cost Reporting with Webex Bot and Lambda

TCH LIF

AA Aadhith

When CoreDNS Becomes the Bottleneck: A Stress-Testing Story on EKS with kube-burner

It Started with a Customer Call

Apr 18, 2026 · 10 min read · 1 claps #kubernetes #ek #coredns

When CoreDNS Becomes the Bottleneck: A Stress-Testing Story on EKS with kube-burner

ECO TCH MKT AI

AA Aadhith

AWS Bedrock Tokenomics: Cost Attribution and Monitoring with CUR and Cost Explorer

Our internal AWS sandbox account recently taught us a painful lesson: if you don’t have good attribution, Amazon Bedrock and Claude usage…

Jul 01, 2026 · 8 min read · 1 claps #tokenomics #aws #amazon-bedrock

AWS Bedrock Tokenomics: Cost Attribution and Monitoring with CUR and Cost Explorer

AI TCH SCI

AA Aadhith

Tracking and Optimizing AWS Textract Usage: A Cost Control Solution Using CloudTrail

It starts the same way for many teams: someone kicks off a quick proof-of-concept using Amazon Textract, a few PDFs get uploaded, and…

Nov 05, 2025 · 7 min read · 1 claps #lambda #aws #amazon-textract

Tracking and Optimizing AWS Textract Usage: A Cost Control Solution Using CloudTrail

TCH

AA Aadhith

Automating AWS Cost Reports to Microsoft Teams Using Lambda & API Gateway

Managing AWS cloud costs across multiple accounts in an organization can be overwhelming without a centralized view. That’s exactly the…

Jun 30, 2025 · 4 min read · 1 claps

Automating AWS Cost Reports to Microsoft Teams Using Lambda & API Gateway

AI TCH MDA

AA Aadhith

Demystifying AWS Bedrock Batch Inference Cost: When Usage Doesn’t Show Up in Your Dashboard

When I first set up AWS Bedrock for generative AI workloads, monitoring model usage and spending seemed pretty tricky. I even wrote a blog…

Aug 03, 2025 · 2 min read · 1 claps #bedrock #cloudwatch #finops