Gunaditya Srinivas Padala

@MyTAPMI 24-26
Engineer
KV'ian
TAPMI 26
@JNTUH 2017-2021
BLR 🔁 Vizag
INFOSION
INDIAN 🇮🇳

[ओక్సీ ;) @Oxxy_7]

it’s time for winter arc men !

no sugar , no jerking off , 7 hrs of sleep , 4 ltr’s of water , 2 hrs of upskilling , 5-6 times gym a week , no social media ;))

[Sid @siddocode]

- 50 push-ups
- 3 hrs of DSA
- 1 hr on my side project

Getting ready for the office.

Fuck feelings, man. U have to remind yourself that you're a man. Love, feelings, good mood, bad mood, it’s all for women. As a man, You've to work regardless of how u feel.

[Indian Tech & Infra @IndianTechGuide]

🚨 Tier 1 city starter pack in India. Any suggestion?

[Gunaditya Srinivas Padala @Gunnadiitya]

The AI gold rush has entered its accountability era https://t.co/hQ8rNTMP1h

[Samskrtam Amrtam @holysanskrit]

4 pillars for success
धृतिः दृष्टिः मतिः दाक्ष्यं स्वकर्मसु नसीदति
Dhriti= stability
Drishti= focus
Mati= planning
dAkshyam= capacity

[anand mahindra @anandmahindra]

The story of Araku Coffee, our very own Indian brand which has gone global, has entered a new and exciting chapter.

For over 25 years, the Naandi Foundation @naandi_india has worked to transform the lives of subsistence farmers in the Araku Valley of Andhra Pradesh, India. By providing regenerative farming inputs and sharing best practices for growing high-quality coffee, they have helped build a sustainable and resilient farming community.

From the very beginning, our ambitious goal was not only to improve farmers’ livelihoods, but also to ensure that their dedication and exceptional coffee were recognised on the global stage.

Naandi globally pioneered the application of the terroir approach, traditionally used in grape cultivation and winemaking, to coffee growing in Araku. Terroir, meaning a “sense of place”expresses the unique character of a region by aligning varieties and farming practices with local soil, microclimates, and landscape.

Recently, Araku Coffee launched the NANOLOT Series, the rarest and purest expression of specialty coffee. Grown on single plots by individual farmers and harvested in exceptionally small quantities, each nanolot is carefully processed and roasted in micro-batches to reveal the purest expression of its terroir.

Priced at ₹10,000 per kg (USD 100 per kg), the NANOLOT Series represents one of the highest price points ever achieved by an Indian Arabica coffee. The first release a fortnight ago sold out online within 24 hours, and the second, last week, in just two hours.

I would like to take this opportunity to express my appreciation for all the tireless efforts of the enterprising head of Naandi, @manoj_naandi and for the talent & dedication of the entire team.

👏🏽👏🏽👏🏽

[Gunaditya Srinivas Padala @Gunnadiitya]

Got a comfy hotel stay for a cancelled flight , with great food and an awesome window seat today—absolutely loving Air India Express! @airindiax #FlyAsYouAre #FrictionlessJourneys

[Gunaditya Srinivas Padala @Gunnadiitya]

@telugufilmnagar Manipal karnataka #OG, #TFNTicketContest & #TeluguFilmNagar

[Maryam Miradi, PhD @MaryamMiradi]

🛠️🧭 How to Build AI Agents from Scratch – Even If You’ve Never Done It Before
This is 9 Step roadmap from prompt to UI.

》Step 1: Define the Agent’s Role and Goal
✸ What will your agent do?
✸ Who is it helping?
✸ What kind of output will it generate?
→ Example: A medical assistant agent that reads X-rays, summarizes findings, and speaks results.

》Step 2: Design Structured Input & Output
✸ Use Pydantic AI or JSON Schemas to define what the agent receives and returns.
✸ Avoid messy text — think like an API.
→ Tool: Pydantic AI, LangChain Output Parsers

》Step 3: Prompt and Tune the Agent’s Behavior
✸ Start with role-based system prompts
✸ Use Prompt Tuning or Prefix Tuning for consistent persona and task behavior
→ Tools: GPT-4, Claude, Prefix Tuning, Prompt Tuning

》Step 4: Add Reasoning and Tool Use
✸ Equip the agent with reasoning frameworks:
☆ ReAct (Reasoning + Action)
☆ Chain-of-Thought
✸ Allow access to tools like web search, code interpreters, or document retrievers.
→ Tools: LangChain, OpenAI Tools, ReAct Framework

》Step 5: Structure Multi-Agent Logic (if needed)
✸ Use orchestration frameworks to define agent roles and coordination.
✸ Create Planner, Researcher, Reporter agents — each with its own input/output schema.
→ Tools: CrewAI, LangGraph, OpenAI Swarm

》Step 6: Add Memory and Long-Term Context
✸ Does your agent need to remember what happened earlier?
✸ Use conversational memory, summary memory, or vector-based memory.
→ Tools: Zep, LangChain Memory, Chroma

》Step 7: Add Voice or Vision Capabilities (Optional)
✸ Text-to-speech: Use Coqui or ElevenLabs
✸ Image understanding: Use GPT-4o or LLaMA 3.2 Vision
→ Let your agent see and speak.

》Step 8: Deliver the Output (in Human or Machine Format)
✸ Format outputs into Markdown → PDF or structured JSON
✸ Output must be both readable and parsable
→ Tools: Pydantic AI, Markdown-to-PDF, LangChain Output Parsers

》Step 9: Wrap in a UI or API (Optional)
✸ Create a front-end or expose your agent via API
✸ Use Gradio, Streamlit, or FastAPI
→ This is what turns your agent into a product.

≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣≣

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👉𝗘𝗻𝗿𝗼𝗹𝗹 𝗡𝗢𝗪 (𝟰𝟱% 𝗱𝗶𝘀𝗰𝗼𝘂𝗻𝘁):
https://t.co/5i2v1fIrhJ

[Gunaditya Srinivas Padala @Gunnadiitya]

https://t.co/Ju8HrT4DHD

[Gunaditya Srinivas Padala @Gunnadiitya]

I just bought Gamified Daily Planner EXP based(Free) by Grim Wisdom on @buymeacoffee! 🎉

Get it here — https://t.co/bz1EqWRYxD

[Gunaditya Srinivas Padala @Gunnadiitya]

@Geetashloks Jai Jagannath

[Gunaditya Srinivas Padala @Gunnadiitya]

You can't stop the waves, but you can learn to surf.
Jon Kabat-Zinn

[Reads with Ravi @readswithravi]

“Action produces information. Just keep doing stuff.”

— Brian Armstrong

[DVV Entertainment @DVVMovies]

Evvariki Andhadhu Athani Range….
Reppa Therichenu Ragile Revenge…

#OG TIME BEGINS…. #TheyCallHimOG

[Bujji @BelikeBujji]

Hello @elonmusk 🤗

#BujjiCallingElonMusk

[Gunaditya Srinivas Padala @Gunnadiitya]

@SunRisers 🔥 Toss won by sunrisers, hope sunrisers win the match 🦅

[Jaynit Makwana @JaynitMakwana]

12 most clever & hilarious ads of all time:

1. Word Wildlife Foundation

[Gunaditya Srinivas Padala @Gunnadiitya]

@airindia @airindia Expected Kuchipudi one of the nine recognised classical dance of India. Representing 10 cr Indian population. @AndhraPradeshCM @TelanganaCMO