Engage In Challenges

Building startups. Solving problems. AI native startup. Martech, customer value not hype, Founder & CEO - Brandvelocity

[Sprytix @Sprytixl]

ANTHROPIC LEAD ENGINEER MAKING $2.3M/YEAR JUST LEAKED A 12-PAGE DOCUMENT - AND GOT FIRED 15 MINUTES AFTER PUBLISHING

most developers build loops - but almost every loop breaks in one of five ways, and each failure has a symptom visible from the outside without reading a single line of code

> Blind loop - the agent waits for a human to hand it work every morning - automating execution but not discovery
> Tangled loop - parallel agents share one directory and overwrite each other parallelism that destroys instead of multiplies
> Nodding loop - the agent grades its own work and approves it every time a loop that has never said no to itself is broken
> Amnesiac loop - results live only in the context window every morning the system wakes up with no memory of yesterday
> Manual loop - no trigger a human presses the button to start it that is not a loop that is a script waiting for a person

a real loop finds its own work - remembers what it did has something that can say no never lets two agents touch the same file and fires itself on a timer

remove any one of the five - and the loop either breaks or never starts

12 pages that changed how I build agentic systems today

[Engage In Challenges @prasadhasan]

@PriyakrishnanAI

[DENIRO @polyesp]

🚨 CLAUDE AHORA PUEDE HABLAR CON TU PROPIA VOZ. EN TODOS LOS IDIOMAS. GRATIS

un desarrollador subio a Github un repo llamado jamiepine/voicebox

te clona el tono exacto con un par de segundos de audio

funciona directo en tu pc asi que tus datos son cien por ciento privados

puedes armar contenido en japones arabe o polaco sin mover la boca

guárdalo para cuando lo necesites

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineer:

"You can build 5 assistants in one afternoon. Each one handles a task you've been doing manually every single day."

In 45 minutes he shows exactly how to do it from scratch, step by step.

Most people are still doing all of this by hand.

Watch the session, then save the guide below.

[Engage In Challenges @prasadhasan]

WhatsApp username feature: Govt asks Meta to hold rollout, seeks detailed reply in 3 days - India Today https://t.co/3qYZa1cZrf Criminal design :)

[Engage In Challenges @prasadhasan]

@nabilajamal_ @nabilajamal_ you know his name express the anger and context properly

[Engage In Challenges @prasadhasan]

Check out my latest article: The Machine Makes the Assets. The Human Makes the Meaning. https://t.co/UcNxFAIpPn via @LinkedIn

[Kirill @kirillk_web3]

Anthropic CEO realizing one free GitHub skill cut Claude Code token usage 90% while everyone's still paying for Max

[Engage In Challenges @prasadhasan]

@TVMohandasPai @krishnabgowda @GBA_office Sir it is not as simple as that we have tried . Civic society demands,human rights activists challenges “street vendors occupying footpaths have right to their livelihood” they demand govt to provide replacement place in the same area. We did design that as well and gave it govt

[Krishna Byre Gowda @krishnabgowda]

It’s a politically risky and unpopular decision. But, necessary for the sake of Bengaluru.
At least some footpaths should be reserved for pedestrians. I request people to respect the fundamental right of public to decent footpath. Pls voluntarily remove encroachments or obstructions. It is the law. It may inconvenience you. But, it is for the larger good.

ಇದು ರಾಜಕೀಯ ರಿಸ್ಕ್ ಹಾಗೂ ಕೆಲವರಿಗೆ ಹಿಡಿಸಿದ ನಿಲುವು. ಆದರೆ ಬೆಂಗಳೂರಿನ ಜನರ ಅವಶ್ಯಕತೆ.

ಕನಿಷ್ಠ ಕೆಲವು ಪಾದಚಾರಿ ಮಾರ್ಗಗಳಾದರೂ ನಡೆಯುವುದಕ್ಕೆ ಮೀಸಲಾಗಿರಬೇಕು. ಸಾರ್ವಜನಿಕರಿಗೆ ಸುಗಮ ಪಾದಚಾರಿಮಾರ್ಗದ ಮೂಲಭೂತ ಹಕ್ಕನ್ನು ಎಲ್ಲರೂ ಗೌರವಿಸಬೇಕೆಂದು ವಿನಂತಿಸುತ್ತೇನೆ.

ದಯವಿಟ್ಟು ಸ್ವಯಂ ಪ್ರೇರಿತರಾಗಿ ಒತ್ತುವರಿ ಹಾಗೂ ಅಡತಡೆಗಳನ್ನು ತೆರವುಗೊಳಿಸಿ, ಇದು ಕಾನೂನಿನ ಅವಶ್ಯಕತೆಯಾಗಿದೆ.

ಇದರಿಂದ ಕೆಲವರಿಗೆ ಸ್ವಲ್ಪ ಅನಾನುಕೂಲ ಉಂಟಾಗಬಹುದು ಆದರೆ ಇದು ನಮ್ಮ ಬೆಂಗಳೂರಿನ ಸಾರ್ವಜನಿಕರ ಹಿತಕ್ಕಾಗಿ ತೆಗೆದುಕೊಳ್ಳುತ್ತಿರುವ ಕ್ರಮವಾಗಿದೆ.

#GBA #GreaterBengaluruAuthority

[ChristinMathewPhilip @ChristinMP_]

Bengaluru West City Corporation (BWCC) has launched BWCC1000K campaign to make footpaths pedestrian-friendly by improving 1,000 km of footpaths in one month, targeting 10 km per ward.

Officials are removing obstacles and repairing footpaths. GBA Chief Commissioner Maheshwar Rao has mandated weekly progress reports. As of June 21, 174.55 km of footpaths had been improved across 97 wards in all 10 divisions, with engineers conducting surveys & repairs @GBA_office @GBAChiefComm @BWCCofficial

[Anatoli Kopadze @AnatoliKopadze]

Google Brain founder, Andrew Ng:

"100% of my tasks are done by ai agents, self-improving loops are next.

Give it 3-6 months and prompting is gone."

31 minutes of clear explanation on building self-improving agents from scratch.

Worth more than any $500 agentic course.

Watch it, then read the full guide on loops below.

[Anuj @anujcodes_21]

🚨Anthropic just showed a 24-minute workshop on how to actually do prompts for Claude.

Taught by the people who built it.

Free. No registration. No paywall.

I've seen $300 courses that don't cover what they teach in the first 8 minutes.

Watch it and bookmark it now.

[Ridark @ridark_eth]

I genuinely don't understand why everyone isn't using this yet

Andrej Karpathy, a co-founder of OpenAI, posted a simple idea that hit 16 million views: stop using AI to write code, use it to build a second brain.

You point Claude Code at a folder, drop in any source, an article, a transcript, a PDF, and Claude reads it, links it, and files it into a living wiki of everything you know. It compounds like interest, the more you feed it, the smarter it gets.

Here's the whole thing:

> Install Obsidian, create a vault, open it in Claude Code

> Paste Karpathy's wiki idea file and tell Claude to build it

> Claude makes three folders: raw for sources, wiki for its pages, a CLAUDE.md that runs it

> Drop any source into raw and say "ingest this"

> Ask questions across everything, forever

Five minutes to set up, and you never start from a blank chat again.

Full step-by-step guide with Claude and Obsidian, link below.

Bookmark this

[Engage In Challenges @prasadhasan]

@ashwinmahesh saw students crying, felt bad!

[WAM AI @wam_ai_tech]

Delete 99.87% of your digital footprint from the internet.

Here is a step -by -step guide:

[Khairallah AL-Awady @eng_khairallah1]

Google CEO, Sundar Pichai:

"If you don't learn to how to orchestrate agents now, you'll spend 2027 catching up to people who started today"

In 30 minutes he explains why the best engineers stopped writing code and started building agents.

Most people think building an agent requires an engineering degree.

It doesn't. It requires one guide and one afternoon.

Watch the interview, then save the exact setup below 👇

[Engage In Challenges @prasadhasan]

@CMofKarnataka

[anand mahindra @anandmahindra]

Continuing my search for underexplored & less crowded destinations….

We often celebrate Kerala’s backwaters. But on Karnataka’s coast is a hidden gem that deserves equal attention.

The same river that roars over Jog Falls, the Sharavathi River, finally and quietly merges with the Arabian Sea at Honnavar.

Again, not sure if these pics are enhanced, but it’s clear that Honnavar is a magical landscape.

Mangrove forests, winding waterways and mirror-like backwaters.

Since Mangroves are among nature’s most effective coastal defenders, Honnavar’s beauty is matched by its ecological significance.

#SundayWanderer

(Photos courtesy: @IndiaAesthetica )

[Utkarsh Sharma @techxutkarsh]

If you have a Gmail account, you need to read this.

Google's AI now scans your emails and attachments, bank statements, tax files, medical letters, all of it. It turned on by default, and there's a class-action lawsuit over how.

Here are 5 moves to shut it off, the switch is hidden in two places:

[Neil Patel @neilpatel]

Just like SEO, some GEO tactics have a higher ROI than others.

And some are also easy to execute, while others may be harder.

So the real question is, which efforts have the highest ROI and are the easiest to execute? Well, you no longer have to worry.

Here's data based on 100 marketers who practice GEO.

[Lorwen Harris Nagle, PhD @LORWEN108]

If this thread hit home, take the Protection Pattern Quiz.

It will show you which unconscious pattern may be keeping your nervous system stuck in stress mode:

• overthinking
• people-pleasing
• perfectionism
• emotional shutdown

Your body isn't broken.
It might be protecting you in a way you never consciously chose.
Here's the link: https://t.co/uxpct9lgg1