DEV Community: Vaibhav Patil

Quick POC- CodeBurn shows you something your bill never did and helps to save token cost !! nice tool should use it

Vaibhav Patil — Sat, 05 Sep 2026 13:22:02 +0000

If CodeBurn shows you something your bill never did, star the repo so other developers find it, and consider sponsoring to keep 41 integrations honest.

CodeBurn is a free, open-source, local-first tool that tracks AI coding token usage and cost across 41 tools and agents (Claude Code, Cursor, Codex, Gemini, Grok and more), broken down by model, project, and task.

You pay for Claude, Codex, Cursor, and a stack of other AI tools. The bill tells you the total. It never tells you that half of it went to conversation instead of code, or that an expensive model burned your budget on work a cheaper one would have one-shot.

CodeBurn does. It reads the session files your tools already write to disk and breaks down every token and dollar by task, model, tool, and project, across 41 AI tools.

Further ref poc result here ....

https://medium.com/@vaibhavhpatil/quick-poc-codeburn-shows-you-something-your-bill-never-did-and-helps-to-save-token-cost-aeeb0b31a612

https://mlflow.org/blog/memalign

Vaibhav Patil — Sun, 22 Feb 2026 10:10:32 +0000

MemAlign: Building Better LLM Judges From Human Feedback With Scalable Memory | MLflow

Introducing MemAlign, a new framework that aligns LLMs with human feedback via a lightweight dual-memory system, achieving competitive or better quality than state-of-the-art prompt optimizers, at orders-of-magnitude lower cost and latency.

mlflow.org

https://neon.com/blog/agentuity-a-cloud-where-agents-can-actually-build

Vaibhav Patil — Sun, 22 Feb 2026 10:01:30 +0000

Agentuity: A Cloud Where Agents Can Actually Build - Neon

Agentuity is a new developer cloud built specifically for AI agents, matching how they run, communicate, and manage state in production.

neon.com

How to guide CNCF

Vaibhav Patil — Sun, 15 Dec 2024 03:38:52 +0000

https://medium.com/@vaibhavhpatil/cncf-glossaries-and-how-to-start-contribution-4cb33b731288

Quick reference for UI new emerging stacks and frameworks !!!

Vaibhav Patil — Sat, 11 May 2024 07:58:32 +0000

https://medium.com/@vaibhavhpatil/my-tech-radar-6-4ecdcdcdbe34

Lets build Quick Start POC for Dapr.io

Vaibhav Patil — Tue, 30 Apr 2024 03:07:09 +0000

Lets build Quick Start POC for Dapr.io

Please checkout my POC link

https://medium.com/@vaibhavhpatil/lets-build-quick-start-poc-for-dapr-io-57ba34f2d830

“We have what we need, if we use what we have.”
— Edgar Cahn

Why Dapr selected?

Dapr provides integrated APIs for communication, state, and workflow. Dapr leverages industry best practices for security, resiliency, and observability, so you can focus on your code.
This is true distrusted application runtime support multiple languages and hides complexity of managing distributed application can work as side car pattern — service mesh and Dapr provides integrated APIs for communication, state, and workflow.

Dapr leverages industry best practices for security, resiliency, and observability, so you can focus on your code.

Please like and subscribe and be in touch to see my up coming teach radar article series

https://medium.com/@vaibhavhpatil

Tech Radar 4 | Consul HashiCorp

Vaibhav Patil — Tue, 30 Apr 2024 02:43:37 +0000

Tech Radar 4 | Consul HashiCorp
🙌 Distributed architecture made Easy? 🙌

I am super excited to share small prof of concept (POC) sample example which have created to explore Consul , which OLD champion in distributed architectural word. Hope this can help some one to setup locally as hello word example.

Lets begin ! happy learning and coding

In the realm of microservices architecture, addressing common challenges like distributed configurations, locking, and event handling is paramount. In this article, we delve into three indispensable distributed architecture patterns that form the backbone of robust microservices implementations. Consul come into picture and save our life and make our distributed arch life awesome.

Please visit my blog and like and subscribe if you are ok thanks !

https://medium.com/@vaibhavhpatil/tech-radar-4-consul-hashicorp-7e409725e0d6

An overview of the Kubernetes Container Runtime Interface (CRI)

Vaibhav Patil — Sat, 03 Oct 2020 05:01:31 +0000

https://developer.ibm.com/technologies/containers/blogs/kube-cri-overview/