Pre-Event Blog Winner

The blog challenge ran in the days before the hackathon opened. This is the write-up that won it.

P

Pooja Bhavani

🎧 AirPods Pro 3 / Powerbeats Pro 2

How I self-hosted SigNoz on AWS EC2 to monitor Claude, one sneaky IP timeout

Pooja took the pre-event brief literally: stand SigNoz up yourself, point something real at it, and write down exactly what happened. Her dispatch walks through self-hosting SigNoz on an AWS EC2 instance to monitor Claude, end to end, and it does not skip the part where things broke. One sneaky IP timeout quietly held the whole setup up until the telemetry pointed straight at it. That is the honest, reproducible, start-to-finish account the challenge was asking for, and it is the one that won.

All Dispatches

500+ dispatches

Every other blog published for the challenge, from the pre-event write-ups to the hackathon project reports. Plenty of first traces, first dashboards, and first “oh, that is what was slow” moments in here.

Building an incident triage agent with full observability in SigNoz

Aadvik Krishna·Dev.to

Self hosting SigNoz on Kubernetes for compliance from setup to alerts metrics traces and logs

Aakash Nagpal·Medium

Our incident response agent got the root cause wrong 7 times out of 12 it still never made a bad

Aayush Bharadva·Dev.to

How I monitored my anti gravity web app using SigNoz and OpenTelemetry

Abdul Haleem·Dev.to

My NestJS app got faster over time

Abdul Rafey·Substack

Instrument BookStack with OpenTelemetry and SigNoz using Docker

Abdul Talha·Dev.to

My AI chatbots latency was 998 one thing and I only found out because I traced it

Abhinav Khedwal·Dev.to

I built an SRE agent that investigates its own incidents

Abhinav Shukla·Medium

I built a tool that fact checks AI patent searches because my classmates got burned by not doing

Abhiraj Thakur·Medium

What actually happens after you click buy now

Abhishek Anand·Medium

Building agent flight recorder from AI failures to automated investigations with SigNoz

Abhishek Anand·Medium

My AI agent took 21 seconds to answer what is 2 2 SigNoz found out why in two clicks

Abhishek Gupta·Dev.to

I ran Foundry and got 6 Docker containers so I broke into all of them

Abhishek Gupta·Dev.to

Whodunit compiling a root cause finding back into a SigNoz query you own

Abhishek Gupta·Medium

Give your house an apm tracing home assistant with SigNoz

Abhishek Gupta·Medium

I gave my AI agent a funnel over its own reasoning it told me exactly where it stops thinking

Abhishek Gupta·Medium

I built a Telegram weather bot then I opened SigNoz and found a bug I never would have caught

Abhishek Gupta·Dev.to

End to end observability to AI application using OpenTelemetry and SigNoz

Abhishek Ugare·Dev.to

Peek inside the black box why your AI agent needs OpenTelemetry and SigNoz

Abhishek Vishwakarma·Dev.to

Observability is evidence building glasswing

Abimbola Adebayo·timidan.xyz

I didn't write a single line of tracing code and SigNoz still told me why my API was slow

Abrar Ahmed·Dev.to

From SigNoz alert to verified recovery how we built canvoz

Aditya Kumar Puri·Medium

Building an AI powered GitHub issue triage bot with n8n Gemini SigNoz

Aditya Mani·Dev.to

SigNoz for agent traffic see the path not just is it up

Aditya Puri·Medium

The trace that saved my SigNoz demo

Adnan Khan·Hashnode

1 75 seconds is an eternity profiling a satellite AI pipeline with SigNoz waterfalls

Agastya Khati·Medium

Solution for a slow Spring Boot application

Aish Gupta·Hashnode

Solution for a slow Spring Boot application

Aishwary Gupta·Medium

Observability AI project using SigNoz

Ajay Goud·Dev.to

Our AI agents lied to us catching silent failures with SigNoz

Akarsh Jain·Medium

I added observability to my AI pr agent and it was silently failing the whole time

Akarsh Kushwaha·Medium

Devguard AI a self observing multi agent security pipeline built on SigNoz

Akash Bichukale·Dev.to

Custom metrics dashboard for GenAI apps with SigNoz and OpenTelemetry

Akash Goyal·Dev.to

From logs to answers my journey self hosting SigNoz

Akshama·Medium

I self hosted SigNoz and fell in love with distributed tracing

Akshay Mehta·Dev.to

The loudest alert was wrong building rootspan with SigNoz

Akshay Verma·Dev.to

Medium post

Akshaykumar Zala·Medium

My AI bill went negative and it cost

Alok·Substack

We made a 3b local model do real

Alvin S Thottappilly·Substack

I made an AI agent debug itself using SigNoz's MCP server

Aman Kumar Maurya·Dev.to

I built an AI agent guardrail then discovered my observer was watching itself

Aman Mishra·Dev.to

From prompt to output tracking every step of an AI agent with tracey and SigNoz

Amandeep Singh·Medium

Building an AI powered sd WAN enterprise NOC with OpenTelemetry and SigNoz

Amisha Singh·Medium

Entropy building a chaos engineering platform with SigNoz

Amit Kumar·Medium

Building AI resume analyzer with Flask

Amiteshwar Sandhu·Blogger

How SigNoz helped me build a remote GPU sharing platform and actually see what's happening

Amritesh Kumar·Dev.to

I added OpenTelemetry to an AI agent and finally understood what it was actually doing

amrutha m·Medium

I gave an AI agent exactly one way

Amulya Suhane·Substack

I put OpenTelemetry SigNoz on my 6 microservice Spring Boot app and my 6gb laptop nearly gave up

Anand Mishra·Dev.to

How we built an AI powered document q a app with real time observability using SigNoz and

Anant Tiwari·Medium

I wired an AI coding agents reasoning into OpenTelemetry

Aniket Gupta·Medium

My SRE agent said the service is healthy with 100 confidence

Aniruddha Chaudhari·Medium

Every container was healthy my traces went nowhere

Ankur Gupta·Dev.to

I let SigNoz watch my AI agent for one evening and the first thing it caught was me

Ansh Gandhi·Medium

How I added OpenTelemetry observability to my TCS AI hackathon winning project

Ansh Gupta·Medium

My trading bot lost 40 the moment it recovered from an outage

Anshuman Moharana·Medium

What was happening inside my apps

Anshuman Singh·Substack

My AI agent didn't crash it developed ocd

Anthahkarana·Dev.to

Medium post

Anup Bhar·Medium

We built a governor for AI agents and made SigNoz catch it in the act

Anurag Kumar·Medium

Gbgfbgf

anurag sati·Dev.to

My k6 run said 70 failed SigNoz told me why then my agent wrote the fix

anurag sati·Dev.to

Title building the future of worker safety why monitoring saves lives

Arav Dhore·Hashnode

Every token leaves a trace benchmarking Ollama with SigNoz

Aravind Kannan Rathinasabapathi·Dev.to

I built a watchdog for AI agents that do things they shouldn't even when they get away with it

Areesha Hussain·Medium

I built an observability proxy for MCP agents here's what I actually learned

Arjun Chaudhary·Dev.to

Blog foresight

Arjun Sabu·Dev.to

Chronolens

Arjun Sabu·Dev.to

I gave an AI agent a credit card then watched every move it made with SigNoz

Arpit Singh , Aditi·Medium

Medium post

Arvind C R·Medium

How I used SigNoz to stop debugging in the dark

arya revuru·Dev.to

I let an AI agent rewrite production config live here's the guardrail that stopped it setting

Arya Revuru·Dev.to

Cacheguard

aryan·Dev.to

Agent flight recorder SigNoz

Aryan Kumar·aryankumar.dev

Medium post

Aryan Rai·Medium

Building bachat my journey of integrating OpenTelemetry and SigNoz into an AI powered fintech

Aryan Raj Tiwary·Medium

The job finished the trace didn't

Aryan Saket·Dev.to

Nights watch guarding AI agents beyond the wall

Ashiha M S·Dev.to

Sentinel MCP SigNoz

Ashish Agrawal·Dev.to

We caught a team of AI agents lying to us here's how we fixed it with SigNoz

Ashita Gopalakrishnan·Medium

Medium post

Ashutosh Badapanda·Medium

I tried two racing games before ets2 gave me real telemetry

Atharv Sanjeev Kumar·Dev.to

Instrumenting a production AI pipeline with SigNoz what I found when I could finally see inside it

Atharva Naik·Hashnode

Your AI agent passed every test then

Atikur Satter Mondal·Substack

Scaling beyond code how I built my first AI observability dashboard and made it production ready

Avani Joshi·Hashnode

My AI agent was a black box so we gave it eyes meet agentwatch

Avinash Jindal·Dev.to

Observing a multi agent LLM system what I learned instrumenting 8 agents with OpenTelemetry

Avish Maniar·Dev.to

Building sentinel turning SigNoz telemetry into explainable AI runtime safety intelligence

Avugaddi Harin Rajaditya·Dev.to

Telemetry is a rear view mirror we bolted it to the steering wheel

Ayan Gupta·Medium

I built a backend that optimizes itself based on whatever scenario you give it

Aymaan Pathan·Medium

How I made onboarding smooth af for an agent that watches your production agents

Ayush·Medium

I stopped trusting my AI coding agent so I touched some grass built something to watch it

Ayush Ahire·Dev.to

Building rootcause AI an autonomous AI SRE system that finds production incidents before engineers

Ayush Dharnia·Medium

How I instrumented an AI multi agent platform using OpenTelemetry and SigNoz

Ayush Kumar Sharma·Medium

I broke my LangChain agent on purpose here's what SigNoz s traces and noz actually caught

Ayush Milan·Medium

We built an AI that actually remembers

Ayush Nath·Substack

My hackathon blog SigNoz setup

Azlan Tanweer·Medium

The agent that lied I traced an AI agent with SigNoz

Bavya Sakthivel·Medium

Mirage

Bavya Sakthivel·Medium

From confusion to curiosity my first step into understanding observability

Benedict Minj·Medium

Your agent looks healthy it isn't building recursive observability with SigNoz MCP

Bhanu Nagpure·Dev.to

How I monitored LLM token usage in a go AI service using OpenTelemetry with MCP

Bhavesh Purohit·Dev.to

Tracing a browser only algorithm with SigNoz

Bhavye Kathuria·Medium

How I built ringops a voice call incident investigator powered by SigNoz

Bhavye Kathuria·Medium

The dashboard said my AI team finished one agent never even started

Bilal Feroz·Dev.to

trace-forge-blog.vercel.app post

Bilal Feroz Khan·trace-forge-blog.vercel.app

My AI agent tried to refund 400 it shouldn t have so I built a flight recorder for it

Biplab Bera·Hashnode

I added OpenTelemetry to my MERN chat app and finally understood what happens inside every API

Bishal Singh·Medium

Teaching a free fast LLM to watch my cluster with SigNoz so it could tell me what's wrong before

Chaarvi Lakshmisai Kaza·Dev.to

Building sentinel AI a self healing

Chandan Kumar·Substack

From logprintf to trace context what I learned debugging a go checkout service with OpenTelemetry

Chethan M·Dev.to

Beyond monitoring how SigNoz is redefining application observability with open source power

chirag·Medium

What I learned wiring an AI agent fleet into self hosted SigNoz

Chirag·Dev.to

How I instrumented my node js

Chirayu Rajgarhia·Medium

Making my LLM router explain itself

Chitresh Yadav·Substack

Nozzle the missing piece of AI agent observability

Daiwik Maheshwari·Medium

I put SigNoz on my AI agent to see why it was slow then I found out what it was saving about my

Dani Muhammad·Dev.to

Beyond CPU and memory observing business logic with OpenTelemetry and SigNoz

Daniel Adejare·Medium

What my SigNoz dashboard taught me

Darshan Kumar·Substack

Substack note

Darshan Kumar·Substack

I built an AI agent that watches itself and heals itself here's how

Debjyoti Shit·Dev.to

I broke my own API on purpose

Deepam Jha·Medium

Making multi AI coding sessions transparent and understandable

Devansh·Medium

My login endpoint had a 54 second P99 I was sure I knew why I was wrong

Devanshu Koli·Dev.to

Agent blog

Devashish Mudigonda·GitHub Pages

I built an AI observability platform to understand what happens inside LLM applications

Dhevika M·Dev.to

Building ghosttrace AI an AI investigation observability platform that explains why AI systems

Dhevika M·Medium

Monitor your node js app with OpenTelemetry and self hosted SigNoz

Dhiraj Bhor·Medium

My journey into open source observability with SigNoz

Dhiraj Dhumal·Medium

How I traced my AI agents decision loop with OpenTelemetry and SigNoz and caught it calling the

Dhruv Mehta·Dev.to

Instrumenting 5minpastebin com with OpenTelemetry and SigNoz

Dhruv Sachdev·Medium

The release still returned the right 503 it had become harder to debug

Dhruv Sachdev·Medium

How whitenoise avoided an estimated

Dhyaneesh Ds·Substack

Server down hai try later what's actually happening when a site dies

Dimple·Dev.to

How I instrumented an 8 agent autonomous SOC with OpenTelemetry

Diptesh Roy·Medium

We traced a fake AI agent before building a real one here's what broke

Disha Sonowal·Dev.to

How I hooked up my first Node.js app to SigNoz cloud in 5 minutes without Docker

Divesh yadav·Dev.to

I built a distributed trace that crosses into a blockchain

Divine Dilibe·Medium

Instrumenting an AI powered GitHub analyzer with OpenTelemetry and SigNoz

Divya Singh·Dev.to

Self hosting SigNoz on Windows my WSL2 observability journey

Divyansh Raj·Dev.to

Instrumenting a multi stage ML pipeline with OpenTelemetry and SigNoz

Divyansh Singh·Dev.to

95 seconds to root cause Claude code meets the SigNoz MCP

Divyanshu Anand·Dev.to

Nobody can tell you why your AI broke here's why

Divyanshu Kumar·Dev.to

Making AI agent quality a first class observability signal with SigNoz

eiza·Dev.to

We asked SigNoz how to flag a hallucinating agent they said we haven't figured that out so we

Emmanuel Joshua·Dev.to

Observability should be a Git diff not a weekend instrumenting an AI app with one command using

Eshan Das·Dev.to

How I instrumented my Flask app with OpenTelemetry in 30 minutes

Etette Etok·Medium

The payment succeeded the governance failed observing AI agent boundary violations with

Faadil Boussari·Dev.to

Your MCP server can rewrite its own instructions here's how I caught it with SigNoz

Favour Olaboye·Medium

I built an agent that asks your app what happened to it on SigNoz

Fawuzan Pima·Dev.to

I didn't want another cookie cutter data analytics portfolio project so I built a data pipeline

Felton Pierre·Dev.to

How we caught and contained a runaway AI agent loop with SigNoz

Fraol Megersa·Dev.to

The 200 response that wasn't a meme

Gaddam Manisai·Dev.to

I gave my local Llama agent the SigNoz MCP server and asked it to debug itself

Gajanan Gitte·Dev.to

The agent that heals itself closing the loop with SigNoz

Gajanan Gitte·Dev.to

One governed loop three SigNoz tracks an agent that heals prices its own carbon and gates

Gajanan Gitte·Dev.to

We made SigNoz's LLM observability actually reachable

Gajanand V Dhayagode·Dev.to

How one hackathon theme changed the way I think about AI observability

Gaji Midhat·Medium

Tracemind AI building an AI powered observability copilot with SigNoz OpenTelemetry Gemini

Gaji Midhat Mustak Ali·Medium

I gave an AI SRE copilot write access to SigNoz here's what the MCP server actually returns

Ganesh Govind J·Dev.to

Building tracemind AI an AI SRE assistant with SigNoz and OpenTelemetry

Garv Ghildiyal·Medium

Studying SigNoz changed how I think about debugging AI systems

Gautam Raj·Medium

Building agentos AI multi agent

Geet Girish Bharambe·Blogger

Modalnos what it is who needs it and why

Gleb·Medium

My first hands on experience with SigNoz

Gul Veer·Medium

The misleading HTTP 200 uncovering using SigNoz

Guruvedhanth S·Medium

How SigNoz helped me debug linkit before 200 creators noticed the problem

Hardik Gupta·strykerinside.vercel.app

I built an AI first responder that queries my infrastructure while I sleep

Hardik Khanduja·Hashnode

We stopped trusting our traces so we built something to audit them

Hardik Shreyas·Medium

My code review bot was silently eating tokens for breakfast

Harish K·Hashnode

Faultline building an agent run investigation console with self hosted SigNoz

Harish Kotra·Dev.to

AI SRE agents on SigNoz MCP root cause analysis for 00013

Harjapan Singh Bhatia·Dev.to

From setup errors to observability my

Harsh Kumar·Blogger

Incident autopilot an approval gated Kubernetes autoscaler built on SigNoz

Harsh Pandey·Medium

I spent three hours debugging my AI agent the answer was one line in a trace

Harsh Singh·Medium

My AI agent looked healthy it was running on fumes

Harsh Singh·Medium

Guess what I installed first in my brand new mac

Harsha Johny·Medium

Shadow AI radar observability for the unseen AI

Harsha Johny·Medium

Medium post

Harshiya Saxena·Medium

From last minute panic to discovering SigNoz

Hema·Medium

We built an air traffic controller

Himanshu·Substack

The fifteen seconds nobody notices building an independent telemetry auditor for SigNoz

Himanshu·Medium

The dashboard was green the answer was wrong

Himanshu·Medium

I traced a multi step LLM agent with self hosted SigNoz one feature sold me

Himanshu Kumar·Dev.to

We instrumented an AI agent swarm with SigNoz and its own telemetry told us we were wrong about

Himanshu Kumar·Dev.to

Tracing a multi agent LLM system OTel swarm and a SigNoz dashboard pack

Himanshu Kumar·Dev.to

End to end observability for AI applications using SigNoz

Himanshu Raghav·Medium

Why you should move your Grafana dashboards to SigNoz and how I made it dead simple

Hitakshi Arora·Dev.to

Building nervous system a self healing AI agent swarm with SigNoz

Honored Hash·Hashnode

We built a flight recorder for AI coding agents here's what SigNoz taught us about watching them

Hussain Jamal·Dev.to

I self hosted SigNoz on AWS EC2 from scratch every wall I hit and how I fixed it

Ifeoluwa Michael·Dev.to

I gave my agent an x ray and hit the one SigNoz gotcha nobody warns you about

Ishaan Gupta·Medium

Three SigNoz keys one webhook URL building evolvex for the wemakedevs hackathon

Ishaan Satapathy·Medium

Preflight blog

Ishan·link.ishanavasthi.in

Everything was green the AI was still wrong

Ishant Gupta·Dev.to

Apexvoter a secure online voting system with real time observability using SigNoz

Jahnavi Challa·Hashnode

How I used SigNoz to prove my AI incident triage fallback actually worked

james gururng·Dev.to

The trace made it in my AI couldn't read it back a real session with the SigNoz MCP server

Jatin Kumar·Medium

My registration endpoint took 53 seconds the insert took 38 ms

Jay Bamroliya·Dev.to

I built an AI agent that fixes incidents and proves it using SigNoz

Jay Bamroliya·Dev.to

From LangSmith to SigNoz debugging my AI agent beyond LLM traces

Jay Patel·Medium

I built an AI agent that can actually see itself and honestly it was messier than I expected

Jay Patel·Medium

Why my AI agent monitors its own

Jeman·Substack

The 500 that told me nothing until I self hosted SigNoz

Jesutofunmi Mayowa·Dev.to

Pushing SigNoz Foundry as a complete DevOps beginner until my RAM broke

Jinkumar Ninama·Dev.to

Building an AI subtitle app with Next.js and SigNoz with plenty of Docker debugging along the way

Jinkumar Ninama·Dev.to

First hand guide to SigNoz observability

Jiteen Mohanty·Dev.to

Agentatc

Jithindranaath·Dev.to

SigNoz hackthon

Joshua Jebaraj·joshuajebaraj.com

Why print statements cannot save your AI agent mapping asynchronous chrome to FastAPI lifecycles

Jugal Brahmkshatriya·Medium

Making agent contention visible

Kamal Singh·Dev.to

From a failed tool call to a verified fix building agent observability with SigNoz

Kanaparthi Phanindra·Medium

From curiosity to confidence my first hands on experience with SigNoz and OpenTelemetry

Karan Choudhary·Hashnode

From a slow API to a visible bottleneck a hands on experiment with distributed tracing using

Kareena Kumari·Medium

Observability playground how developers can learn SigNoz distributed tracing and root cause

Karthik Rajan M R·Medium

Ur RAG can return 200 and still be cooked how we built goose on SigNoz

Karthikeya·Dev.to

My payment API was working but SigNoz

Kavita Malik·Substack

How I instrumented my node js app with OpenTelemetry and SigNoz in 15 minutes

Khaled Bin Shamim·Medium

Building SitePulse how I instrumented my FastAPI app with OpenTelemetry and SigNoz

Khush Dave·Dev.to

I built an observability tool to catch my AI agent in a 15 minute failure loop

Khushneet Singh·Dev.to

I built an autonomous governance layer for AI agents in 5 days here's how SigNoz made it possible

Kingsley Ojilere·Medium

Medium post

Kishan Patel·Medium

Connecting my agent to SigNoz's MCP server a first timers debugging diary

Komal deep·Dev.to

Building gamepulse AI a futuristic AI gaming experience with real time observability using SigNoz

Kommavarapu Kameswari Sreevalli·Dev.to

Stop chasing logs why every engineering team needs an AI incident commander

Koppu Gowri priya·Medium

Building interviewiq AI using SigNoz and OpenTelemetry to observe an AI interview platform

Kotturi Yamini Priyadarshini·Dev.to

Why a 200 OK did not mean my API was healthy

Krishna·Medium

Tracing invisible AI spend with SigNoz OpenTelemetry and Temporal

Krishna Kalani·Medium

How we built an AI SRE that investigates incidents before you even open a terminal

Krishna Kalani·Medium

How I built observeai an AI native incident investigator for SigNoz

Krishna Sonar·Medium

First time I self hosted SigNoz and found the observability feature I didn't know I needed

Kuntal Ghosh·Dev.to

Pulseguard real time incident observability with Java OpenTelemetry SigNoz

Kuntal Ghosh·Dev.to

I built an AI that debugs my logs then made the AI itself debuggable with SigNoz

Kusumarani Jana·Dev.to

Greenlight closing the CI loop with SigNoz alerts MCP and an agentic autofix

Lakkidi Vinay·Medium

From agent trace to regression proof reasontrail

Laksh Hariyani·Medium

Why we gave our diagnosis chatbot a graph instead of a vector store

Lavitra Lokwani·Medium

My journey setting up SigNoz and OpenTelemetry learning observability through hands on practice

Likitha A·Medium

Getting started with SigNoz a beginners journey into observability

Lochan Gowda T M·Dev.to

AI agent observability with driftwatch and SigNoz

Lucky Victory·Dev.to

The AI SRE an agent that watches other agents and fixes them before anyone gets paged

M. Talha Atif·Medium

SigNoz forgeguard

Mahesh·Dev.to

SigNoz studio

Mahesh Mannava·Medium

I added an 800ms bug to my Flutter app then traced it with SigNoz

Mahmadmafaz Ameenbeg·Medium

Agent 99 an on call SRE that survives

Manish·Substack

Building an autonomous SRE copilot with SigNoz MCP and CrewAI

Manish Kumar·Medium

Monitor AI app

Manisha Patel·Blogger

My API was 4 seconds slow the fix was 9 characters

Manju Vasanth·Dev.to

I taught an AI agent to debug Workday integrations like a senior consultant

Manju Vasanth·Dev.to

Substack note

Manjunath Irukulla·Substack

From exit 139 to HTTP 402 following one payment failure across SigNoz

Manjunath Patil·Dev.to

From a live voice prompt to a safe canvas draft observing sidechalk end to end with SigNoz

Manjunath Patil·Dev.to

Agents of SigNoz

Manpreet Singh·Dev.to

What actually happens inside an AI agent I watched it in SigNoz

Manthan Kadu·Medium

To be honest Discord bots don't feel like a production infrastructure that need a continuous

Manu·Medium

From broken images to blazing fast traces how I debugged and connected the OpenTelemetry demo to

Mathavan Elango·Dev.to

I built an observable AI chatbot with SigNoz what I learned about AI observability

Mayank Tak·Medium

I built an AI agent to learn observability then let another AI read its telemetry and catch the

Md Abid Hussain·Medium

I built a Grafana migration and SLO copilot for SigNoz here's what I learned about its MCP server

Md Abid Hussain·Medium

Catching API attacks in real time a penetration testers guide to SigNoz

Mehraan A·Dev.to

How I built triage turning SigNoz into a blue team SOC and the deployment nightmares I survived

Mehraan Amin·Dev.to

I self hosted SigNoz to debug my

Mehul Bhirud·Blogger

Installing SigNoz on Windows the fastest way 5 minutes no Docker desktop

Metta Surendhar·Medium

SigNoz speaks two dialects I built the thing that translates between them

Metta Surendhar·Medium

My AI agent dashboard looked perfect it was lying to me

Michael Nunes dos Santos·Medium

How I built an autonomous local SOC engine with OpenTelemetry SigNoz and Ollama Llama 3

Mihir Milind Ughade·Medium

Building a job tracker agent from scratch what I learned instrumenting an AI agent with SigNoz

Mitul Khokhar·Medium

I built an AI that breaks my services

Mohammad Hamza·Substack

My first 3 hours with SigNoz

Mohammad Mudassir·Dev.to

I self hosted SigNoz from my phone

Mohammed Sohail Shaikh·Substack

Built a broken backend on purpose here's what SigNoz taught me about observability

Mohan·Dev.to

Medium post

Mohan Arora·Medium

Self hosting SigNoz on Windows WSL a port fight and a feature that's making me rethink my next

Mohit Jeswani·Medium

Sentinel copilot we built an SRE agent that watches AI containers then traces its own thinking

Mohit Jeswani·Medium

We stopped monitoring our agent like

Mohit Madan·Substack

Why every AI agent needs observability a practical guide with SigNoz

Mohit Raj Sinha·Hashnode

I built a dashboard to find out where my LLM money was going

Mohit Raj Sinha·Medium

Not everything that glitters is gold

Muhammad Sohail Hafeez·Medium

Building MCP sentinel an open source security scanner for model context protocol MCP servers

Mukund B·Dev.to

Moving Grafana dashboards to SigNoz simplified and accurate

Mukund B·Dev.to

203 AI agents ate my Claude quota with no meter running so I built one and the next agent read it

Mukund Heda·Dev.to

We refused to let an AI grade our AI and our headline number got worse

Mukund Heda·Dev.to

5 minutes with SigNoz saved me 3 hours of debugging

Muskan Ali·Dev.to

I mapped SigNoz's six query builder issues into a product you can type english into

Muskan Yadav·Medium

Building missio an evidence bound remediation agent with SigNoz

N Divij·Dev.to

Peering inside the quant black box how I instrumented a 7 stage mldl pipeline using OpenTelemetry

N S Siddarth·Dev.to

I built four AI agents that fix bugs by themselves then made them watch themselves work

Nagarjuna·Dev.to

In this article I'll be using OpenTelemetry to instrument FastAPI and SigNoz to handle monitoring I

Nevan R G·Medium

How I instrumented my microservice architecture with OpenTelemetry and SigNoz in 30 minutes

Nikhil Kale·Medium

I added observability to a Flask app I built two internships ago and found a dead code block while

Nikhil Pradhan·Medium

I found a timing gap in AI agent tool calling here's how I traced it with SigNoz

Nikhilesh Kavali·Dev.to

Building an AI application is easy debugging it isn't

Nilesh Raj·Medium

How I built a fully observable AI agent with SigNoz and OpenTelemetry

Nimith Poojary·Hashnode

Self hosting SigNoz on a bare VPS from a Foundry deploy to tracing my own n 1 query

Nirmal Bam·Medium

what's actually inside that 4 2 second Postgres span

Nirmal Bam·Medium

Using SigNoz for my project

Nischay Sood·Dev.to

Evidence first answer second building an observable industrial AI agent with SigNoz

Nishant Raj·Dev.to

Beyond the black box architecting observable AI agents with OpenTelemetry and SigNoz

Nithin N·Dev.to

I gave my AI agent pipeline a nervous system with SigNoz

Nuthana Sri Ruthvik Vezzu·Dev.to

I built an AI agent economy with

olaosebikan ayomide daniel·Substack

How I used SigNoz to debug slow responses in my AI chatbot

Om Jadhav·Medium

I replayed 42 finished agent runs into SigNoz four things broke

Omodamilola Akinyemi·Medium

Monitoring the remote frontiers how I visualized distributed infrastructure latency using SigNoz

Onkar Langale·Dev.to

How I self hosted SigNoz on a Linux server and everything that went wrong

Opeyemi Afolabi·Dev.to

My AI agent was waiting in line how I traced and fixed hidden sequential LLM calls with SigNoz on

Oscar Kandir·Dev.to

When your AI agent handles money it worked isn't good enough

papa jams·Dev.to

Meridian catching AI agent regressions with SigNoz

Paul·Hashnode

From hand signs to real time conversations

Piyush Mani Tripathi·Substack

From autopsy to time machine replaying and forking AI agents with SigNoz

Piyush Pradhan·Dev.to

I built an AI SRE agent that doesn't just detect incidents it investigates them

Polikey Bhuvan·Dev.to

Building an AI powered Temporal workflow correlator with SigNoz OpenTelemetry

Pooja Bhavani·Medium

How tracking apps like SigNoz tracks

Prabin Kumar Nayak·Substack

I built an AI that builds software blueprints then made every step of it watchable with SigNoz

Pragya Gaur·Medium

Building tower trace stopping agent tool calls and proving it in SigNoz

Pranav Kadam·Medium

My AI agent lied to a customer at 10 pm

Praneeth·Medium

My AI agent was hallucinating 38 of the time here's how I caught it with SigNoz

Praneeth V P·Medium

Agents of SigNoz my honest hands on experience setting up an open source observability stack

Pranjal Singh·Hashnode

From a payment timeout to the root cause building sentinelops with SigNoz and OpenTelemetry

Pranjal Verma·Dev.to

I instrumented a real AI agent with OpenTelemetry GenAI spans and SigNoz told me which step

Prashant Kumar Yadav·Medium

My SigNoz alerts used to die in Slack now a lamp turns red

Prashant Kumar Yadav·Medium

The n 1 bug that logs can't see my SigNoz flame graph warm up

Prashant Yadav·Medium

Building restaurantos AI observable multi agent restaurant orchestration with OpenTelemetry and

Prashanth Potragalla·Dev.to

I replayed 5 years of Git history into SigNoz it silently drops any span older than 15 days

Prateek Kanurkar·Dev.to

AI agents with end to end observability

Prathamesh Desai·Substack

Why our Spring Boot API spiked to 800ms tracing a silent n 1 bottleneck with SigNoz and

Prathamesh Jadhav·Medium

Kathaquest SigNoz

Praveer Sharma·kathaquest.vercel.app

Observing the observer building a self tracing SRE agent and surviving ClickHouse OpenAI

pravesh·Medium

SigNoz scanned 36000 rows and told me no data

Preetham S·Dev.to

Tracking the ghosts in the machine instrumenting asynchronous AI agent workflows with

Prem Maheshwari·Dev.to

From raw data to insights building my first Python data analysis project as a beginner

Prince·Medium

Medium post

Prince Chovatiya·Medium

From 10⁵ iterations to live operations a pre college c Java students footprint inside the

Priya Shahi·Medium

Engineering an autonomous AI study agent tracing the agentic state machine

Priya Shahi·Medium

Tracing voice AI is hard how I instrumented streaming LLMs with OpenTelemetry and SigNoz

Priyank Panchal·Dev.to

How we self hosted SigNoz to catch a 3 second e commerce silent killer and why trace funnels is

Priyansh Narang·Medium

How I built an AI SRE copilot and chaos engine to debug microservices in 3 clicks

Priyansh Narang·Medium

How I built a one screen incident cockpit with SigNoz

Priyanshu Gajare·Medium

My AI agent was lying to me and my logs never told me

Priyanshu Garg·Medium

From AI black boxes to observable workflows what I learned while building AI observability with

Priyanshu Jha·Medium

Building blackbox AI making AI agents observable with OpenTelemetry SigNoz

Priyanshu Jha·Medium

I self hosted SigNoz built my own instrumented AI agent and broke my laptop along the way

Protyoya Datta·Medium

Monitoring like a pro simplifying full stack observability with SigNoz and OpenTelemetry

Purnashish·Hashnode

Sentinel a transparent security proxy for MCP

Purv Kabaria·Medium

SigNoz tracebill usage based billing where every charge opens into the request behind it

Purvi·Dev.to

Siggy memory memory layer for SigNoz

Raghav Verma·Medium

Visualizing deep trace hierarchies self hosting SigNoz via Foundry on Windows

Rahul Chandra Padamuttam·Dev.to

Omnisre closed loop AI observability and autonomous self healing

Rahul Chandra Padamuttam·Dev.to

I self hosted SigNoz the week its Docker compose died here's the map

rahul madawalkar·Dev.to

I built an AI SRE that debugs through SigNoz and the hardest part wasn't the AI

Rahul Madawalkar·Dev.to

Sigmanifest making your service catalog actually prove itself

Rahul Madhawani·Medium

How I self hosted SigNoz on Windows one nasty segfault and all

Rajdeep Singh·Medium

200 OK is not success catching AI agents that do the wrong thing

Rajdeep Singh·Medium

The average was green one customer was on fire

Rajdeep Singh·Medium

What happens after you click run in SigNoz traces explorer

rajkumar guthla·Medium

Streamlining application observability self hosting SigNoz via WSL2 on Windows

Raksha K R·Hashnode

Instrumenting my MERN e commerce application with SigNoz from zero to full observability

Ram kumar·Dev.to

I built an AI agent that diagnoses its own failures here's what broke along the way

Ramkumar·Medium

AI agent that give fixes at code level after analyzing the SigNoz observality data using SigNoz

Ranjan Kumar Mahto·Medium

I built an agentic OCR pipeline for a hackathon and the most interesting thing I found wasn't a

Rejoice Omotunwase·Medium

Building kubetokenwatch

Ridoy Chandra Dey·Dev.to

Agents of SigNoz is online hackathon

Rikesh Jaiswal·Blogger

SigNoz connects clues debugging without

Rina Patel·Blogger

My app crashed at 2 am and that's when I understood why distributed tracing matters

Rishabsingh Bhadoriya·Medium

Building liferpg the observable AI game master with SigNoz and OpenTelemetry

Rishikant·Hashnode

Escaping the n 1 trap how I fixed my FastAPI apps silent performance killer

Ritam Maji·Medium

Why my Flask endpoint looked fine until I checked P99

Ritesh Malik·Medium

Agentguard putting a firewall in front of what AI agents actually do

ritika saini·Medium

Fable 5 just landed in Claude code I instrumented it using SigNoz to see what changed

Ritika Saini·Medium

Signalguard detecting when an application is healthy but its observability is not

Rohan·Medium

Self hosting SigNoz taught me my AI agent needed eyes not a prompt

Rohan Jain·Medium

The 2 a m incident that never paged anyone

Rohan Jain·Medium

How I traced a post deployment checkout failure with SigNoz

Rohan Redkar·Medium

I built tracegate because my AI agent demo passed but the traces told a different story

Rohit Purkait·Dev.to

SigNoz MCP server 41 tools every developer should know

Rudra Khaire·Hashnode

How we built an SRE command center on SigNoz SLO dashboards AI agent and auto remediation in 7 days

Rudra Khaire·Hashnode

When 200 OK is the incident building recallroot with SigNoz

Rushikesh·Medium

I traced my first AI agent with SigNoz and caught a bug hiding in plain sight

S.Skandha Roshan·Dev.to

The best thing our incident agent does is refuse to answer

Sabari Narayana Kg·Medium

We asked SigNoz a question and it actually answered

Sagar Maurya·Dev.to

Ouroboros AI we made a fake agent break itself then built something that fixes it

Sagar Maurya·Dev.to

From zero Docker experience to tracing every LLM call building an observable AI assistant with

Saheli Roy·Dev.to

The alert that woke an agent

Sahil kumar·Dev.to

A cure is not a cure until SigNoz proves it

Sahil Rakhaiya·Dev.to

Agency immune when observability becomes the immune system for multi agent production

Sahil Rakhaiya·Medium

Aegis turning SigNoz telemetry into actionable root cause analysis

Sahil Rakhaiya·Medium

Finding performance bottlenecks before your users do a deep dive into SigNoz OpenTelemetry

Sahil Rane·Medium

Observe your observability building telemetryhealth with SigNoz

Sahil Suresh Rane·Medium

My health check said OK for six days while the database was dead

sai krishna karthik·Medium

Installing SigNoz on Windows 11 my first experience and why it took longer than I expected

Saima Angadgiri·Medium

I built a multi agent AI system with agent protocols debugging it was harder than building it

Saiprakash Kulkarni·Medium

Your AI agent is a distributed system in disguise instrument it with OpenTelemetry and SigNoz

Sairaamm Bharadwaj Porella·Dev.to

I built a trace funnel over my AI agent the conversion rate came back nan

Sakshi Singh·Medium

Monitoring Flask application with

Saltanat uruz·Blogger

Jumping from a log line to the exact trace that caused it with self hosted SigNoz

Samip Ghimire·Dev.to

Agent black box a flight recorder and SRE copilot for AI agents built on SigNoz

Samip Ghimire·Dev.to

What a corrupted ClickHouse binary taught me about self hosting SigNoz

Samuel Dahunsi·Dev.to

Building a drop in SLO error budget pack for SigNoz across traces metrics and logs

Samuel Dahunsi·Dev.to

Hashnode post

Sandeep Bind·Hashnode

From console logs to distributed traces instrumenting my AI PDF chatbot with SigNoz

Sanidhya Joshi·Medium

Instrumenting a multi agent RAG backend with SigNoz what atlasais traces actually look like

Sanika Deshmukh·Medium

The friday deployment dilemma how we tamed our microservice chaos

Sanika Patil·Medium

Building an AI project generator my journey into AI agent observability with SigNoz

Saniya Firdos·Medium

I self hosted SigNoz for the first time here's what happened

sanjana yerle·Dev.to

Sankhatnayan43.github.i.git

Sankhat Nayan·GitHub

Your agents traces look healthy that doesn t mean the agent is

Sanyam·Medium

How my dying laptop and a pair of airpods got me into observability

Sanyam Jain·Medium

Hashnode post

saptamesh sushilkumar khedkar·Hashnode

How I instrumented my Flask todo app with OpenTelemetry during my first hackathon and finally

Sarah Mariyam·Medium

Building vibecheck how we learned to stop guessing and let SigNoz watch our prompts

Saran S·Medium

I thought SigNoz was just a dashboard

Sarthak Kumar·Medium

I traced every request in my app here's why SigNoz impressed me

Sarthak Pingale·Medium

I instrumented my Minecraft server with SigNoz here's everything that broke along the way

Sarthak Pingale·Medium

My AI support bot was slow then SigNoz told me my alert would fire in 158 years

Sarthak Rawat·Dev.to

Run your Prometheus Loki and Tempo queries on SigNoz

Sarthak Shah·Hashnode

From workflow automation to full observability building an AI powered incident analyzer with n8n

Satvik Singhal·Dev.to

I built an AI observability platform

Sayan Mallick·Substack

Healthy infrastructure unhealthy intelligence we built an immune system for AI agents on SigNoz

Shafi Ahmed·Medium

don't wait for users to report outages build a real time alerting pipeline with SigNoz

Shahnoor Mahesar·Dev.to

I built an agent to diagnose its own outages

Shaik Asad·Medium

From zero to observability my first experience self hosting SigNoz with Python Docker

Shaik Saifulla·Hashnode

How I instrumented kaiross causal AI LLM on Modal with SigNoz LLM observability in 30 minutes

Sharath Reddy·Medium

Ditching the observability tax this makes Prometheus and Grafana obsolete

Shashwat Pratap Singh·Medium

Observe the observer building aegis observe an AI SRE copilot on SigNoz

Shashwat Pratap Singh·Medium

I put a hydroponic farm on an SRE dashboard

Shashwat Pratap Singh·Medium

Medium post

Shaswat Shukla·Medium

An AI agent found the outage I still wouldn't give it kubectl

Shaurya Swarup·Dev.to

I built an AI agent that watches its own behavior here's what broke along the way

Shiva Kewat·Medium

The endpoint returned 200 SigNoz showed why it was still unhealthy

Shivam Goel·Medium

What I built and what I learned about SigNoz while wiring an AI SRE copilot in 7 days

Shivam Katare·Dev.to

What broke when I self hosted SigNoz on Windows

Shivam Singh·Dev.to

I built a 4 service cascade failure just to see if an AI agent could actually diagnose it

Shivam Singh·Dev.to

Un blackboxing vLLM building an AI SRE copilot FinOps gateway with SigNoz

Shivani·Dev.to

How I debugged a flaky Spring Boot payment flow with self hosted SigNoz

Shivansh Bagga·Hashnode

Helios turning SigNoz telemetry into an on call AI agent

Shivanshu Kumar·Dev.to

The 12 ms failure that changed how I observe my AI tax agent

Shobhit Kapoor·Medium

Building tracemind AI an AI powered observability platform with SigNoz OpenTelemetry Gemini AI

Shrati Marathi·Medium

How I turned an AI emergency dispatcher into a glass box with SigNoz

Shreesha Aithal·Medium

Blindspot teaching an AI agent to notice when its lying

Shubham Chattopadhyay·Medium

How I spotted a slow release in SigNoz using one OTel attribute

Shubham Singh·Dev.to

Wardn deploy aware observability on top of SigNoz

Shubham Singh·Dev.to

Imagine your AI agent fixing its own fuckups here's how the rewind actually works

Siddham Jain·Dev.to

CI said green production said otherwise building an AI change flight recorder on SigNoz

Siddhant Daryanani·Dev.to

SigNoz OpenTelemetry hidden HTTP 200 failure

Siddhant Rai·Hashnode

31 spans and not a single token instrumenting an AI agent memory with SigNoz

Siddhant Shivam·Medium

My AI agent was burning money OpenTelemetry could tell me the tokens but not the bill

Siddhardha·Medium

Overcoming Docker timeouts deploying SigNoz locally with foundryctl

Siddharth Shukla·Hashnode

Our AI agent looked fine SigNoz showed us it was not

Siddhartha Bhattarai·Dev.to

The bug that never became an incident

Siddhi Chudasama·Medium

Traceroom a glassbox to the agentic trading systems

Sidharth S·Medium

Building agent sherlock AI powered incident investigation with SigNoz OpenTelemetry multi agent reasoning

Sk Faizanuddin·Hashnode

Medium post

Soham Kadam·Medium

I let an AI investigate production then SigNoz made it explain itself

Somanshu Kadam·Medium

Self hosting SigNoz with Foundry on Windows ARM64 and the WSL2 gotcha that almost stopped me

Sontineni sai krishna chowdari·Dev.to

Building careerpilot AI with SigNoz AI powered career guidance platform

Sonu Parashuram Balagavi·Hashnode

I started preparing for a hackathon

Srinivasa Rithik Ghantasala·Substack

Tracing what my LLM app actually sends and spends self hosting SigNoz for GenAI observability

Srinjoy Roy·Medium

Building OpenTelemetry instrumentation for CrewAI what deploying it to SigNoz actually taught me

Srinjoy Roy·Medium

Our AI agent told a customer it processed a refund it didn't

Sshauryaa·Dev.to

Building an SRE sidekick an AI agent that reads acts on and observes SigNoz

Subanu K J Y·Dev.to

SigNoz

subheeksh·Dev.to

Two of the three bugs I found with SigNoz weren't in my code

Sufiyan Khan S·Dev.to

Beyond dashboards building an AI SRE agent that understands SigNoz telemetry

Suhas kamde·Dev.to

Leveling up my MERN stack observability with SigNoz

Sujal Arse·Dev.to

My first impression of SigNoz a developers first step into observability

Sujal Sharma·Medium

I asked my factorys telemetry why a number was wrong

Sumit Chawla·Medium

My headless linkedin bot fails silently until I point SigNoz at it

Sumit Mishra·Dev.to

Arka an agent that thinks like an human

Sumit Mishra·Dev.to

My AI had a brain but no eyes eye SigNoz fixed that

Surendran T·Medium

The metric I didn't know I needed debugging silent failures in my chess coach agent

Surya·Dev.to

Your evals are lying to you

Sushant Pargaonkar·Substack

Sentinel SigNoz powered multi agent

Sushant Pargaonkar·Substack

Traces logs dashboards alerts what I actually learned self hosting SigNoz

Sushma Koteswari Marri·Medium

The bugs that don't crash anything

Sushma Koteswari Marri·Medium

Why is my AI agent taking 45 seconds when nothing is even broken

Swapnil Nicolson Dadel·Medium

Tracepilot turning AI agent executions into actionable insights with OpenTelemetry and SigNoz

Swati Thakur·Dev.to

How I debugged an AI incident response pipeline using OpenTelemetry and SigNoz and the 5 mistakes

Syed Kabeer Ali·Dev.to

How I cut authz P99 latency from 42s to 120ms using OpenTelemetry

Tanmay Hathile·Dev.to

My experience building and ESP32 based AI voice assistant with SigNoz

Tanmay Joshi·Medium

I traced every thought of my AI loan agent with SigNoz and Ollama here's why you should too

Tanmay Kathar·Medium

Building an observable AI market research agent with SigNoz

Tanmay Kumar Pradhan·Dev.to

My first experience with SigNoz

Tanush Kasetty·Dev.to

Beyond logs building reliable AI agents with SigNoz LLM observability

Tanya Garg·Dev.to

Building sentinelai how I used SigNoz OpenTelemetry to make AI agents observable

Tanya Garg·Dev.to

I couldn't see what my AI app was doing so I added OpenTelemetry and SigNoz in one afternoon

Tarun·Dev.to

Guardrailops what happens after your AI guardrail blocks something

Tarun·Dev.to

My laptop fought me for an hour before SigNoz finally loaded

Tarun Mhanta·Dev.to

Watching prompt injections die in 01 milliseconds

Tarun Mhanta·Dev.to

Debugging an AI agent I couldn't see tracing every LLM call with OpenTelemetry and SigNoz

Tayyab Ali·Medium

LLMs don't crash they drift

Thanesha Mehra·Medium

Catching silent failures in MCP servers with OpenTelemetry and SigNoz

Thirumalaiboobathi·Dev.to

Everything was green nothing was listening self hosting SigNoz for MCP tool error traces

Thirumalaiboobathi B·Dev.to

The agent gave the right answer and did the wrong thing

Tim·Dev.to

We gave our AI code review agent a dashboard here's what SigNoz showed us

Tofunmi·Dev.to

Building curascope an AI gateway with end to end observability for production AI applications

Tushar Tyagi·Medium

One trace ID four spans observing an autonomous trading agent with SigNoz

udi ngethe·Dev.to

The silent war in your database how I uncovered why migrations get stuck

Utkarsh Ranjan·Medium

Watching a migration lose a fight it doesn't know it s in

Utkarsh Ranjan·Medium

Cracking the black box how I caught a runaway AI agent using self hosted SigNoz and OpenTelemetry

Uzair·Dev.to

Observability for multi agent workloads cost tracking fault tolerance with SigNoz

Uzair·Dev.to

Signalforge building a real time agent control tower with OpenTelemetry and SigNoz

Uzair·Dev.to

Building an automated infrastructure health monitoring bot with OpenTelemetry and SigNoz

Uzair·Dev.to

Observing 100s of AI agent conversations in real time with SigNoz

Vaibhav Arora·Medium

Self hosting SigNoz notes from a day of actually running it

Vaibhav Mittal·Dev.to

Getting started with SigNoz my first experience exploring open source observability

Vaibhav Nikam·Medium

Building an autonomy error budget gateway with SigNoz and OpenTelemetry

Vaibhav Shukla·Dev.to

How I caught a silent payment outage across 7 microservices using SigNoz OpenTelemetry

vaishnav verma·Dev.to

My first experience exploring SigNoz

Vaishnavi V·Medium

Demystifying open source observability a beginner s deep dive into SigNoz log management

Varun Korada·Hashnode

Agents of SigNoz

Vedant Mahajan·Medium

AI incident commander turning observability into intelligent incident response with SigNoz

Velaga Akshaya·Hashnode

I already had Grafana Loki Prometheus here's what clicked when I self hosted SigNoz anyway

vicky avhad·Dev.to

Incident sentinel an SRE copilot that investigates SigNoz alerts and observes itself

Vicky Avhad·Dev.to

Detecting AI agent behavioral drift with OpenTelemetry and SigNoz

Victory Lucky·Dev.to

Building an AI SRE that doesn't just detect incidents it fixes them

Vidip Ghosh·Dev.to

My first experience with SigNoz and

Vijay paptel·Blogger

I let Claude code investigate a payment failure through SigNoz MCP and it flagged my fake data

Vinayak Sonthalia·Medium

Our AI SRE paged itself about its own LLM bill and the bug it found was ours

Vinayak Sonthalia·Medium

I gave SigNoz a frontend in one script tag then every percentile panel returned a 500

Vinayak Sonthalia·Medium

I built a telemetry cost profiler for SigNoz and the first waste it found was the database

Vinayak Sonthalia·Medium

Building cortex with SigNoz how autonomous AI and MCP are killing alert fatigue for good

VinayKumar·Medium

Debugging a slow Go microservice with SigNoz

VinayKumar V A·Medium

Medium post

Vineeta Meena·Medium

How I built pharmatrace an observable drug interaction triage assistant with SigNoz

Vishal M·Dev.to

Tracking LLM latency cost how I instrumented an AI agent pipeline using OpenTelemetry and SigNoz

Vishesh Aggarwal·Dev.to

I thought my Python API was fast until SigNoz showed me where the time went

Vishnu Bandari·Dev.to

I built a crew of AI agents that review code like a real team then watched them argue with SigNoz

Vishnu Vardhan Reddy Bussareddy·Dev.to

The day our AWS bill didn't match our traces and what that taught me about agent observability

Vishnunetaran S·Medium

Building agentlens an autonomous self healing AI SRE copilot with SigNoz

vishruth vayu·Dev.to

Debugging the black box my first week with SigNoz

Vishruth vayu Rodda·Dev.to

My AI agent refunded a customer twice and every status code was 200

Viswanatha Kartha V·Dev.to

A 70x slower query and what tracing

Vivek Jami·Substack

I built an OpenLineage OpenTelemetry

Vivek Jami·Substack

Medium post

Wasim Khan·Medium

My model got punished for writing better I found out three months later in one query

Yahid Basha Thippaluri·Dev.to

Our AI examiner was a black box SigNoz told us what a student actually costs

Yaman Sarabariya·blog.yamansarabariya.com.np

My first observability journey with OpenTelemetry and SigNoz

Yamini Kotturi·Dev.to

I broke my own payments service on purpose then asked an AI to snitch on it

Yash Parwani·Dev.to

How I tracked down a database latency anomaly in a FastAPI app using SigNoz OTel

Yash Sakhare·Dev.to

The service that looked perfectly healthy and was screaming into the void

Yashi Gupta·Medium

Nobody was watching the watchman instrumenting the telemetry pipeline itself

Yashi Gupta·Medium

My first self hosted SigNoz setup every error I faced every fix that worked and everything I

Yashvi Desai·Medium

I built a Python API made it slow on purpose and used SigNoz to find the bottleneck

Yaswanthi Gollavilli·Medium

I had no idea what observability meant then I added it to my own cybersecurity project

Yogita Vohra·Medium

Five days one hackathon and a Docker container that personally hated me

Yogita Vohra·Medium

I had open telemetry I still couldn't explain my AI agent s failures

Yug Bhatia·Medium

Building void finding why AI agents fail

Yug Bhatia·Medium

Disclaimer: “Agents of SigNoz” is an independent developer hackathon run by WeMakeDevs in partnership with SigNoz. The “Men in Black” aesthetic is used purely for fun and is not affiliated with, endorsed by, or associated with the “Men in Black” films, Sony Pictures, or any of their rights holders.