Pavan Gangireddy

Progress | Minimalist | Start with why......

[Neo Kim @systemdesignone]

If you want to become good at system design (in 3 weeks), learn these 15 case studies:

[Pavan Gangireddy @PavanGangi]

@Zephyr_hg Ideas

[Shruti @heyshrutimishra]

🚨 BREAKING: Claude 4 just made every dev tool outdated.

If you’re building agents, coding copilots or AI workflows - pause everything and read this.

Anthropic dropped code-native super intelligence and it’s wild: 🧵👇

[Andrew Ng @AndrewYNg]

It finally happened -- thanks to people learning to write AI code, Python is now the top programming language on GitHub!

If you want to learn Python, check out https://t.co/zpIxRSuky4's free course AI Python for Beginners.

[Pavan Gangireddy @PavanGangi]

Just like with everything else, tools won't give you good results unless you know how, when, and why to apply them.

If you go out and you buy the most expensive frying pan on the market it's still not going to make you a good chef

– Christin Wiedemann

[Pavan Gangireddy @PavanGangi]

Using GPT-3.5 in an agentic workflow outperformed GPT-4 in a coding benchmark! Why? Because iterative refinement mimics how humans tackle problems - not in one go, but through continuous improvement.

#MachineLearning #Coding

[Pavan Gangireddy @PavanGangi]

Agentic workflows:

They're a shift from static AI responses to dynamic, iterative processes.

An AI agent could draft an essay, research, revise, and improve - all in a loop.

Dive deeper into how this works!

#TechTalk #AIagents

By @andrew @sequoia
https://t.co/yFNz3dFyTj

[Pavan Gangireddy @PavanGangi]

Agentic workflows aren't just about coding.

They apply to planning, reflection, and multi-agent collaboration.

Imagine AI agents acting as coders, critics, and even project managers to solve complex tasks. The possibilities are endless!

[Pavan Gangireddy @PavanGangi]

"Intelligence is not only the ability to reason; it is also the ability to find relevant material in memory and to deploy attention when needed.”

― Daniel Kahneman

[Chief AI Officer @chiefaioffice]

👩🏻‍💻 AI Developer Toolkit & (Funding) 🌶

- @github Copilot (Microsoft Owned)
- @Replit ($202M)
- @CohereAI ($164.9M)
- @huggingface ($160.2M)
- @gretel_ai ($68.4M)
- @mostly_ai ($31.1M)
- @scale_AI ($602.6M)
- @DeepgramAI ($85.9M)
- @OctoML ($131.9M)
- @OpenAI ($11.3B)

More...

[Pavan Gangireddy @PavanGangi]

@chillzaza_ @TisserandP @Replit Error: Request failed with status code 429

[Pavan Gangireddy @PavanGangi]

@ericspofford_ GPT-4

[Pavan Gangireddy @PavanGangi]

@MetaAI Tom and Jerry transforming the youth into coders #MetaAI

[Pavan Gangireddy @PavanGangi]

Very Indian thing that more than the government deadline to file tax, #ClearTax surge pricing is driving the people to file it earliest

#IncomeTaxReturn #ITRFiling

[Pavan Gangireddy @PavanGangi]

@GrahamStephan Money Manager - Simple and Just enough to get through 😃

[Pavan Gangireddy @PavanGangi]

@kentcdodds Bug fixed in updated version
Third-party library found

[Pavan Gangireddy @PavanGangi]

@leeerob @nextjs @tailwindcss @supabase @vercel https://t.co/XSvZy3oEK2

Here is mine @leeerob @nextjs @supabase @vercel

[Pavan Gangireddy @PavanGangi]

@leeerob Responsive web design
Network requests
Storage mechanisms
Browser DOM & Events

Also, can you tell which tool are you using to draw these? @leeerob

[Pavan Gangireddy @PavanGangi]

3. https://t.co/UVrKZYGpyP

[Pavan Gangireddy @PavanGangi]

Ask your users how they’d feel if they could no longer use your product.

The group that answers ‘very disappointed’ will unlock product/market fit.

[Pavan Gangireddy @PavanGangi]

2. Companies that struggled to find growth almost always had less than 40% of users respond “very disappointed,” whereas companies with strong traction almost always exceeded that threshold.