Avneesh

Writing to myself. Mediocre software developer. Top-tier builder.

[Avneesh @buildtechcareer]

Do you know about the ultimate trade-off battle in distributed systems?

Imagine you're building a distributed system. You want it to be fast, responsive, and fault-tolerant.

But really can you you achieve it all? Read on 👇

[Avneesh @buildtechcareer]

If you were reviewing an AI feature before launch, which layer would you worry about first?

- evals
- retrieval/data quality
- latency and cost
- observability
- permissions/governance
- fallback behavior

[Avneesh @buildtechcareer]

AI systems are probabilistic.

Production systems must be dependable.

That gap is where senior engineers become valuable in AI.

1/n

[Avneesh @buildtechcareer]

I am building a practical roadmap for senior engineers moving into production AI/ML systems.

Thinking the first artifact should be:

Production AI Feature Readiness Checklist

[Avneesh @buildtechcareer]

Software developer jobs are going away. Every software developer must become a glorified product managers as difficulty to produce code reduces.

[Avneesh @buildtechcareer]

The difference between a person from bad school and good school is the foundational knowledge.
For a person with good school, strong foundations help them compound the skills.

[Avneesh @buildtechcareer]

@AnotherLevel_ @lailachima @samdaceo @itsharshag Following your passion or dream had real consequences. For example if I did follow my dream of starting my own business I wouldn’t have been able to provide for my mother’s healthcare, my siblings school expenses etc.

[Avneesh @buildtechcareer]

@florinpop17 Whatever the project demands.

[Avneesh @buildtechcareer]

@ItsAngelDj Storytelling

[Avneesh @buildtechcareer]

Want to supercharge your written communication skills? Here's a tip:

Before hitting that 'send' - pause.

Try to predict the top question or concern the recipient might have. Aim to address that upfront!

Try it and watch the magic happen!

[Avneesh @buildtechcareer]

Retweet if you found it interesting:
https://t.co/ky85Lj72x7

[Avneesh @buildtechcareer]

Think coding all night and mastering every programming language is the ultimate career boost? Think again.

Let's talk about a game-changer in career growth that’s not about what you do alone, but how you help others.

[Avneesh @buildtechcareer]

Think coding all night and mastering every programming language is the ultimate career boost? Think again.

Let's talk about a game-changer in career growth that’s not about what you do alone, but how you help others.

[Avneesh @buildtechcareer]

Have you felt the power of helping others in your career? Share your stories. Let's inspire a wave of growth and collaboration in our community.