ankur jain

AI Systems Architect & CTO · Voice AI · RAG · LLM Infrastructure · Building — open-source landscape of AI agent tools

[ankur jain @jain_ankur]

The AI agent ecosystem moves so fast that every "awesome list" is stale the day it ships.

So I built a live one.

The Agent Pantry: ~337 frameworks, tools & open models across 15 aisles, re-scanned from GitHub, Hacker News & Hugging Face every day.

🧺 https://t.co/3KTYYPqgqR

[ankur jain @jain_ankur]

@SjoerdMarijne @SjoerdMarijne , really appreciate the work you and the team has done. All the best for the next assignment.

[ankur jain @jain_ankur]

@thsottiaux Why not have an agent do the reset for us when it crosses a good feedback or banter threshold 😜

[ankur jain @jain_ankur]

@mattpocockuk I tried wayfinder yesterday and it was cool how it guided me to resolve system design constraints.

[ankur jain @jain_ankur]

@bhogleharsha A few memories stood out for the man he is. Calling the Afg team for a joint photo op after India humbled them in a test match. Refused to cut a cake with a kangaroo on it after the memorable test series win in Aus.

[ankur jain @jain_ankur]

@IndianTechGuide They applied simple math
Customer satisfaction= happy customers / total customers.
With 0 denominator it becomes infinity. Surely, none other airport would have such big value 😉

[ankur jain @jain_ankur]

@RamkS_Channel @bhogleharsha They can't hire any Aussie so they content with what is closer to Australia 😉

[ankur jain @jain_ankur]

@Thomasrayen27 @bhogleharsha Did McCullum or Ravi Shastri had any first class coaching experience?

[ankur jain @jain_ankur]

@alexkoch_ai Looks like clicker 😱

[ankur jain @jain_ankur]

@cricinfo @thehundred Deepti is on fire. That's the 3rd great catch she has taken this season.

[ankur jain @jain_ankur]

@bhogleharsha In one of your previous podcasts, you said GG gets White ball format.
Wonder if your opinion will change now.

[ankur jain @jain_ankur]

@unclebobmartin I have a more dystopian view. Ultimately tokens will become the defacto currency and governments and powerful corporations will be rationing it. We already have using terms like 'token billionaires' which points out that it wouldn't be level playing field.

[ankur jain @jain_ankur]

@mufaddal_vohra Australia's Women's WC-winning team had a captain change, and yet they decimated every team in the World Cup.
Which transition is he talking about?

[ankur jain @jain_ankur]

@propertylenden Havent seen any waterlogging pics of Noida too.

[ankur jain @jain_ankur]

@Cometml Congrats on 20k! Well deserved — Opik is featured in the Observability & Eval aisle on The Agent Pantry (https://t.co/3KTYYPqgqR), a daily-scanned open-source landscape of AI agent tools. Sits alongside langfuse and promptfoo as one of the top three picks in the aisle.

[ankur jain @jain_ankur]

@ashpreetbedi Just wanted to flag that @AgnoAgi is featured in the Agent Frameworks aisle on The Agent Pantry (https://t.co/3KTYYPqgqR) - a daily-scanned open-source landscape of AI agent tools. If anything looks off about the categorization, happy to fix it.

[The Khel India @TheKhelIndia]

YESSESSSSSSSS, THE BOYS DID IT!!!! 🇮🇳🥹

India Volleyball Team defeated Defending Champion Bahrain to win Bronze at AVC Men's Cup 2026

FIRST EVER MEDAL FOR INDIA, JUST WOW!! 🤩

[ankur jain @jain_ankur]

Open source, static, all data in one data.json, re-scanned daily by a GitHub Action.

Corrections & "you're missing X" welcome.

HN 👉 https://t.co/K7mRuy5Xee
Source 👉 https://t.co/oB5q1Aeh9N

[ankur jain @jain_ankur]

The AI agent ecosystem moves so fast that every "awesome list" is stale the day it ships.

So I built a live one.

The Agent Pantry: ~337 frameworks, tools & open models across 15 aisles, re-scanned from GitHub, Hacker News & Hugging Face every day.

🧺 https://t.co/3KTYYPqgqR

[ankur jain @jain_ankur]

It's also readable by *agents*, not just humans.

There's an llms.txt index, so you can tell Claude, Cursor or Codex:

"Read https://t.co/PEWJ7GI9zk and recommend tools for what I'm building."

The catalog becomes a tool your agent can use.

[ankur jain @jain_ankur]

Don't know what a "sandbox/microVM" or a "memory layer" does?

The 📔 Pantry Guide breaks each aisle into 4 parts: what it is, the problem it addresses, how it helps, a technical 101.

A map for people still learning the space.
https://t.co/MObTSnYgh6

[ankur jain @jain_ankur]

Three sources, three signals — because stars alone are easy to game:

⭐ GitHub stars
🟧 Hacker News discussion (much harder to fake)
🤗 Hugging Face likes + downloads, for the actual open models

A 🌶️ marker flags projects gaining stars fast right now.