
Devrel @TigerGraphDB, crafting epic ai agents 👨💻
Joined July 2022
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ai can really do wonders.
took a while but finally made this.
@localhosthq kya me mumbai aa skta hu ?
Excited to meet some amazing builders, talk AI agents and graphs, and see what we can build together.
see you in goa 🌴.
Speaker alert 🚨We're so excited to welcome @devanshucodes to Hacker House Goa '26!
He lives where developer communities and AI agents meet, working with @TigerGraphDB and building agents that actually do things.
Bring your questions, we have a feeling he has answers🌴 Oct 28-31 · hhgoa.com
Devanshu retweeted
Speaker alert 🚨We're so excited to welcome @devanshucodes to Hacker House Goa '26!
He lives where developer communities and AI agents meet, working with @TigerGraphDB and building agents that actually do things.
Bring your questions, we have a feeling he has answers🌴 Oct 28-31 · hhgoa.com
Devanshu retweeted
Today me and @antcybersec launching "diskMon"
A visual way to see exactly what's eating your RAM.
Group 400+ processes into the apps you actually run, map your memory, and catch leaks before your machine starts crawling.
Free. Runs locally.
> diskmon.vercel.app
Devanshu retweeted
i’m glad i’m out of web3
the imposter syndrome only got louder with time, looking back i don’t regret any of it but i came for the tech
i have deep respect for the people who actually built it for the tech, the problem is it turned into a circus & i didn’t want a seat in the tent honestly
real use cases were rare, real users even rarer & most of it was larp, ah so much larp that you start questioning who you are if all you really want is to add value
every day you sit across from someone quoting fake metrics to make you believe in something that doesn’t exist then you bend to some kid because he has followers who can shill your bags
then the parties, the tokens, all of it, at some point it stopped being fun and became something i didn’t like looking at, i don’t want to look my kids in the eye one day and say this is how i squeezed people who couldn’t afford it so you could eat and sleep well
hard things are only worth it when the thing on the other side is real, here the hard part was real, the thing wasn’t
this post is written with natural stupidity not artificial intelligence
io is still web3 at heart but it’s solving real problems, i’ll take anything real over fiction, every single time
it’s a personal choice, i don’t hate anyone personally, i am maybe soru because i never made quick magic intenet money not even once like in an airdrop but i don't regret it now
and for the kids still in web3
youth and energy are the most compounding things you’ll ever own, wherever you spend them you’re buying something, make sure it’s real
choose wisely
Devanshu retweeted
builders = SELECT you FROM Developer:you -(BUILDS_WITH>)- TigerGraph;
The developer home of TigerGraph is live 🐯
Tutorials, GraphRAG demos, AI agent builds, hackathons, and the best things our community ships. All here!!
Devanshu retweeted
Meet Zyg0s ⚖️🔍
An autonomous, explainable cyber-investigation platform built for the @TigerGraphDB Agentic Fraud Investigation Hackathon — HHGOA Track @247pmstudio .
#TigerGraph #HHGOA #FraudDetection #AgenticAI #CyberSecurity #FinTech #AI
Devanshu retweeted
Uncovering multi-hop, shared-device fraud rings across 590k+ transactions that traditional per-transaction models miss.
Huge shoutout to @TigerGraphDB and @247pmstudio an incredible challenge at Hacker House Goa! 🌴🚀
Devanshu retweeted
A $74.96 purchase, risk score 0.05. Our fraud agent on @TigerGraphDB traced its device to 52 cards and 4 confirmed fraud cases.
The graph and a deterministic engine decide; the LLM investigates and explains. 20 alerts ran live end-to-end. @247pmstudio
Code: github.com/aryangupta1411/Ti…
Devanshu retweeted
just spent the last few days teaching an AI to think like a fraud detective and honestly it might be smarter than me now 😭
Can check out on - github.com/VaibHUB17/HHgoa4
@TigerGraphDB @247pmstudio
Devanshu retweeted
Built an Agentic Fraud Investigation Agent for Hacker House Goa '26 @247pmstudio with @TigerGraphDB.
The idea: investigate fraud as a graph problem, not just a classification problem.
TigerGraph traces connected cards, devices, transactions & historical cases → the agent gathers evidence → assesses uncertainty → requests more evidence when needed → recommends the next-best action → writes a verifiable case back to the graph.
Ran all 20 official HHGOA_IEEE cases:
• 20/20 completed
• 20/20 written + verified in TigerGraph
• 12/20 requested additional evidence
• 12/12 changed their recommendation after evidence
• 5 SARs filed
One interesting case traced a device across 27 other customers' cards, exposing a fraud-ring pattern that wasn't obvious from the transaction alone.
I also documented the failed runs, benchmark limitations, architecture and lessons learned in the technical blog.
GitHub: github.com/rohan911438/HHGOA…
Live demo: hhgoa-fraud-frontend.vercel.…
Technical blog:dev.to/roan911/building-an-a…
Built solo as BROTHERHOOD for #HHGoa26.
Special Thanks to @devanshucodes For Guiding Me
Devanshu retweeted
Relationship Status Update :
1. Cooked GRIP for @TigerGraphDB Cc @devanshucodes
2. Cooking @nundinafi for @colosseum Cc @Roan0i
3. Cooking something for @monad Metropolis Cc @geeky_kartikey
4. Cooking something for @ETHGlobal
Devanshu retweeted
Vector RAG fails on multi-hop questions. Graph DBs lack a unified interface.
Introducing GRIP (v0.5.0): Universal GraphRAG Interoperability Protocol.
20 formal RFC contracts. 50 MCP tools. Connects AI agents to enterprise graphs.
Live: graphrag-protocol.vercel.app
Devanshu retweeted
Super excited to announce our partnership with @247pmstudio’s HHGOA! 🚀
The problem statement is LIVE on their notice board 👀
If you’re into GraphDB, Graph AI, or love building cool things with connected data, this is your chance to turn ideas into reality.
Let’s build something insane, builders. 🔥
See you there! 💻
We're excited to welcome @TigerGraphDB as a sponsor for Hacker House Goa!
TigerGraph builds a graph database and graph AI platform that powers real-time analytics on connected data, the kind fraud detection, anti-money laundering, and recommendation engines run on.
The partnership selection task are already out in our notice board!
Apply now: HHGoa.com
Devanshu retweeted
LFGG🔥🔥🔥
We're excited to welcome @TigerGraphDB as a sponsor for Hacker House Goa!
TigerGraph builds a graph database and graph AI platform that powers real-time analytics on connected data, the kind fraud detection, anti-money laundering, and recommendation engines run on.
The partnership selection task are already out in our notice board!
Apply now: HHGoa.com
Super excited about this one - we are partnering with @247pmstudio's HHGOA and the problem statement is already live on their notice board
if you are into graphdb, graph ai, or just want to build something cool with connected data this is your chance
see you builders there 🚀
We're excited to welcome @TigerGraphDB as a sponsor for Hacker House Goa!
TigerGraph builds a graph database and graph AI platform that powers real-time analytics on connected data, the kind fraud detection, anti-money laundering, and recommendation engines run on.
The partnership selection task are already out in our notice board!
Apply now: HHGoa.com
Devanshu retweeted
what should we call it? GRIP?
@devanshucodes @Roan0i
Devanshu retweeted
Cooking some benchmarks @devanshucodes @Roan0i























