Ankur Gupta @getpy

Python Dev, Parent. Author - https://t.co/5lts7q9z7R Curator - https://t.co/wr74oHNs8O Creator - MapToPoster https://t.co/YQt2CoiupJ 🖖 dspyweekly.com Planet Earth Joined January 2012

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Sydney Runkle @sydneyrunkle

5 hours ago

enabling rubric middleware is one of the easiest ways to add "loops" to your agents this loop makes the agent keep doing until acceptance criteria are all met!

LangChain @LangChain

7 hours ago

ICYMI: We added RubricMiddlware to Deep Agents. RubricMiddleware is how you tell the agent what "done" looks like — and make it keep going until it gets there.

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Ankur Gupta @getpy

11 hours ago

@VeritasErrant06 *of

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@VeritasErrant06 To the best of my knowledge TCS has a made large investment into building a data center from group up where Tejas network, Tata Elxi, Tata power will all play a role. Also large chunk if Tejas capex is fronted by TCS.

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Ankur Gupta @getpy

a day ago

Most tool-calling sandboxes projects off GitHub will require privileged access, CAP_SYS_ADMIN, and user namespaces and cross platform quirks that a team where devs have both windows and Mac, and deployment is linux. During local dev Qwen3.5-0.8B/2B with WASM/Pyodide + Deno ( extracted from DSPy ) are 0 cost combination to plug in with no cross platform quirks. Necessity is the mother of all inventions, Lack of Funds is the mother of all resourcefulness.

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Malte Ubl @cramforce

a day ago

Huge thanks to the @AnthropicAI team for investigating `just-bash` with Mythos as part of Project Glasswing There are no serious findings. I'll issue a release with minor hardening improvements after my vacation. This is an interesting case for 2 reasons: 1. `just-bash` is a very ripe surface (it's a full implementation of bash and common utilities, bundles QuickJS, CPython, has optional filesystem access) 2. `just-bash` itself was largely written by Opus 4.5 with minimal human review (but deep hardening loops and very paranoid machine-enforced coding rules) justbash.dev

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Ankur Gupta @getpy

2 days ago

My X feed right now

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Ankur Gupta @getpy

2 days ago

@deviparikh Beautiful

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Ankur Gupta @getpy

2 days ago

@viksit Who hasn't 😅

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Ankur Gupta @getpy

2 days ago

Reaffirmation in long email is how you know LLM wrote it and the person sending it didn't read it.

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dany @danywander

3 days ago

a reminder that branding matters.

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Gaurav Aggarwal @fooobar

3 days ago

AI isn't software you buy once - it's a raw commodity we are currently renting via foreign APIs. If this continues, our AI lease bill in five years could eclipse what we spend importing crude oil or gold, trapping us in a massive digital extraction loop. indiatoday.in/india-today-in…

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Ankur Gupta @getpy

3 days ago

On the UX part a simple pattern of keeping everything same sized node with a different icon for context and node name makes the canvas less busy and upon double clicking the node it expands and a sidebar with all it's property shows up is much more scalable. Having said that it's worth studying LabVIEW ecosystem and seeing the feedback on it from long term users and how they manage canvas where there are lot of components.

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Viv @Vtrivedy10

3 days ago

another vid from the goat of beautiful animated explaination even if you understand entropy and its derivations through and through, this is still interesting refamiliarize with some really nice examples youtu.be/l6DKRf-fAAM?si…

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Ankur Gupta @getpy

3 days ago

@rishikagupta__ Sounds like the ORR stretch.

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Ankur Gupta @getpy

4 days ago

Worthy watch youtu.be/PJ-3hXAUotI?si…

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Ankur Gupta @getpy

4 days ago

@_SanjayGupta Lovely

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Ankur Gupta @getpy

4 days ago

@apolkingg8 Looks 😍

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Ankur Gupta @getpy

4 days ago

By virtue of having a kid much earlier than our peer age group we got confronted with certain experiences/challenges before most. Over the years we have found it super helpful to ask those whose kids are like 2-8 years older than our kid's age for advice on certain decision making or how they navigated things. Most of times the response is mostly on the lines of - we made this mistake plz don't make it 😅 so do this instead Here are few we keep getting to hear - Force kid to commit to one hobby or sport for a longer duration like couple of years, don't allow them to quit and try something new every year - If you are going to take your kid in a car everywhere all the time then once they hit college or a job prepare to buy them one ( this is a personal decision i think based on your financial standing ) - Send your kids to live for few weeks either in summer camp or at relatives place alone before their first experience living alone in a hostel - Teach your kid how to cook quick 4-5 different breakfast and 2-3 meal items and have them do it multiple times before 12th grade so they don't struggle during their first job if living alone in a new city Parenting is like old classic video games, just when you start getting comfortable and a hang of things the level changes and you are in a new terrain / level. Looking to reach the zen level of my parents who now say, ohh we didn't overthink like you guys, everything takes care of itself.