🥑 DevRel Engineer @harnessio | Building The RollBack Cafe | 👀 CNCG Noida & @AgenticAIFdn Organizer 💙 Previously - @Keployio, @ComearthHQ, @Reskilll
Noida | Bengaluru
Joined March 2019
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Hey everyone, if you're new here 👋 I’m Animesh aka @sonichigo
I work in Developer Relations 🥑and spend most of my time somewhere between:
- DevOps
- databases
- AI experiments
- open source rabbit holes
- conference chaos
and random GitHub discoveries
Here I usually share 👇:
- cool OSS projects
- AI + DevOps experiments
- things I’m learning while building
- meetup/conference moments
- creator & internet culture
- games I’m currently obsessed with
- occasional late-night thoughts ☕️
Trying to make tech feel a little more human along the way. Glad you’re here 🚀🌟
Animesh Pathak retweeted
Welcome to AAIF, Agent Skills, Open Responses, OpenEnv, and OpenSandbox!
These four projects support how developers share agent expertise, work across model providers, train agents, and run their tasks in isolated environments.
These additions bring AAIF to 10 hosted projects in its first year.
Thank you to the contributing teams and maintainers. We’re glad to provide a neutral home where your communities can develop this work together.
Explore the projects and find out how to contribute: bit.ly/4hZEARV
Tried a new place for dinner last weekend. Looks 7/10 from outside, tastes 8.5/10, service 10/10.
A good restaurant though always packed.
Database MCP servers aren’t just another set of tools.
A DROP COLUMN is not the same as a failed API call.
At ContainerDays & AI Context Singapore, I’ll be talking about “The Blast Radius Problem” and what safer database MCP patterns look like in production.
See you in Singapore 🇸🇬
#MCP #AI #Databases #DevOps #ContainerDays #Singapore
Animesh Pathak retweeted
October has been an absolute nightmare for software
> Railway - customer secrets exposure
> LiteLLM - malicious PyPI + Docker releases
> Zeabur - infrastructure breached
> OpenCode - AI API keys exposed
> OVHcloud CLI - official binaries backdoored
> Rank Math PRO - malware in official plugin
> TeamUpdraft - customer data compromised
> ConnectWise - cloud backup identities compromised
> Tensorlake - npm package infected
> SubQuery - backdoored npm package
> GhostAction - GitHub repos with malicious workflows
> PHP - critical RCE vulnerabilities
> Node.js - security vulnerabilities patched
> eMudhra - certificate authority keys compromised
> Tailscale - eMudhra incident
At this point, the biggest security risk might not be the code we write, but the code we trust...
My docs now have two kinds of readers: people, and the AI assistants those people ask. When I wrote about "AGENTS.md", I had to ask a new question. If a model reads only this file, does it know how to run the project?
Funny part is that, fixing it for the model made it better for people too.
Voice agents have a 200ms problem. 🎙️ Add a MCP for dynamic context, and every network call matters.
@joeyousss and I will be speaking at ContainerDays SG about building voice agents with MCP, exploring parallel context fetching, latency optimization, and graceful degradation.
Walking away from the bug-maxxxing. Went for a walk. Came back. Turns out, the try block was fine. The missing comma was in the catch block. The walk was good though. 😭💻
I keep hearing two things, sometimes in the same week. “We don’t need more engineers, just use Claude Code.” And “AI will never replace real engineers.” Both are said with full confidence.
Here is what I see in my own demos. Claude Code can build the thing, it can’t tell you why it broke or who gets the call.
Dushera special HF: code chal gaya, kaise chala pata nahi, kyun chala pata nhi.
Bas ab koi haath nahi laga raha, warna ravaan ke saath prod bhi jalega
Animesh Pathak retweeted
Bad #data can be as damaging as bad code, but most data pipelines have no mechanism to stop it before it spreads.
Read @sonichigo's post for more on what you can do, featuring a concrete example: hubs.la/Q04BnR4N0
Animesh Pathak retweeted
Casting call✨
Working something super cool with @viveknigam_ for @fonduecommunity
-Looking for men and women in the age group between 24-30 years.
-Located in Bangalore.
- Comfortable to talk infront of camera
-Available for the shoot on Oct 24th/25th.
If you have the acting bug in you, the time has comee. (This is the hour, this is new dawn, this is the new dayyy. Okay, ill stop with the @kanyewest and Nina Simone)
Come join us!
Comment here, and I’ll reach out to you ✨
Love seeing the community build things like this for @harnessio Worker Agents! 🔥
Bringing evidence-based validation to agent decisions instead of blindly trusting predictions is such a cool idea. 🚀
BlastLens — evidence-first blast radius for @harnessio Worker Agents.
Agent predicts. Graph validates. Unknowns stay unknown.
Gate: pass · approval-required · blocked
🔧 github.com/rajgharat07/blast…
🎬 youtu.be/0SZBH9omFVM
@sonichigo curious what you think 👀
Everything looks green until Monday’s revenue dashboard is wrong because bad data slipped through. So what if we treated data like code? If the checks fail, nothing ships.
Wrote about it with @CDeliveryFdn : cd.foundation/blog/2026/10/1…
#dataops #database
Animesh Pathak retweeted
@Claude Haiku 5.5 is now available in Cosmos.
Use it for fast, everyday coding work: quick edits, code questions, and short agent tasks where speed matters more than depth. Keep the larger models for the heavy lifting.
What an amazing and insightful day has it been! Got to meet other peers from AAIF working on some amazing cool stuff to educate and help people get acquainted with Agentic AI.
Thanks to @mlopscommunity Pune Chapter to giving me the opportunity!
Animesh Pathak retweeted
📣 Join the new #PlatformEngineering Special Interest Group, chaired by Jennifer Mulford. First meeting is on Monday, October 12. Learn more and apply here: hubs.la/Q04zC10z0
Animesh Pathak retweeted
CfgMgmtCamp 2027 is happening again in Ghent this February!
CFP is open 🎤 Submit your talk before October 20!
hubs.la/Q04zsgz90
