Deepak Bhardwaj

Building | 35K+ Readers on LinkedIn | Simplifying Data, AI & MLOps Through Clear, Actionable Insights

[Deepak Bhardwaj @techdataguru]

@OpenAI How many tokens will it burn to draw a goblin on mspaint?

[Deepak Bhardwaj @techdataguru]

The future is not one super agent; it's ambient collaborative intelligence.

[Deepak Bhardwaj @techdataguru]

Some databases are powering AI agents,

And AI agents are powering other databases.

[Deepak Bhardwaj @techdataguru]

@KevinSzabo14 Sign of a weak man:

He admits he’s wrong,

Too soon.

[Deepak Bhardwaj @techdataguru]

@ItsAndraz 8. 😴

[Deepak Bhardwaj @techdataguru]

@NanouuSymeon Hit the gym.

[Deepak Bhardwaj @techdataguru]

AI’s next leap isn’t about 𝘀𝗶𝘇𝗲. It’s about 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝘆.

We’re moving from single, oversized models to 𝗻𝗲𝘁𝘄𝗼𝗿𝗸𝘀 𝗼𝗳 𝗮𝗴𝗲𝗻𝘁𝘀 — each with a clear role, purpose, and tools.

[Deepak Bhardwaj @techdataguru]

@karpathy Once these bacterias spread enough, they become closed-source.

[Deepak Bhardwaj @techdataguru]

𝗖𝗥𝗔𝗙𝗧: 5 𝗦𝘁𝗲𝗽𝘀 𝗼𝗳 𝗔𝗴𝗲𝗻𝘁 𝗘𝘅𝗲𝗰𝘂𝘁𝗶𝗼𝗻

✅ 𝗖 – 𝗖𝗼𝗺𝗽𝗿𝗲𝗵𝗲𝗻𝗱
✅ 𝗥 – 𝗥𝗲𝘁𝗿𝗶𝗲𝘃𝗲
✅ 𝗔 – 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁
✅ 𝗙 – 𝗙𝘂𝗹𝗳𝗶𝗹
✅ 𝗧 – 𝗧𝘂𝗻𝗲

[Deepak Bhardwaj @techdataguru]

Career BLINDSPOTS

[Deepak Bhardwaj @techdataguru]

@goyalshaliniuk Maybe you can't master AI in 2025, but you can kick-start your journey today.

[Deepak Bhardwaj @techdataguru]

@techNmak Final answer. Lock it down.

[Deepak Bhardwaj @techdataguru]

@RaulJuncoV Looks like a great tool.

[Deepak Bhardwaj @techdataguru]

Generative AI Application Reference Architecture.

Comment "interested" for detailed breakdown and high-res image.

[Deepak Bhardwaj @techdataguru]

@techNmak Design starts with trade-offs

[Deepak Bhardwaj @techdataguru]

@techNmak Visitor pattern is my favourite

[Deepak Bhardwaj @techdataguru]

Data hygiene is critical to models.

Avoidance leads to diarrhoea.

[Deepak Bhardwaj @techdataguru]

Agent2Agent Protocol is an Overkill.

Until your architecture demands it.

[Deepak Bhardwaj @techdataguru]

AI-fluencers started calling LLMs "traditional",

I am waiting to see who will name them "Legacy" first.

[Deepak Bhardwaj @techdataguru]

@karpathy Language models overlook the core principles of learning. True learning is not a one-time event; it is an ongoing, dynamic process that must be nurtured continuously.