Abhinav

AI Engineering | Leadership - Decoding tech, one commit at a time. Dev news, hard-won lessons & growth notes. Here to connect builders who level up together ⚡

[Abhinav @engleveled]

Hi @X Tech community!

Building software, starting out in tech, or managing teams? Let's connect.

I regularly share actionable insights on tech trends, engineering growth, career navigation, and leadership. 📈👨‍💻

[Abhinav @engleveled]

Spec-Driven Development (SDD) > Test-Driven Development (TDD) in 2026.

Which workflow are you actually using today?

[Abhinav @engleveled]

@TrainCodeMan Exactly!

[Abhinav @engleveled]

AI code reviewers are essential now. With the insane amount of AI-generated code, human review simply can’t scale to match that speed. A first pass by AI catches the routine stuff and keeps dev velocity high.

[Anu Sharma @O_Anu_O]

With coding agents writing most of the code, the bottleneck is code review.

If you get AI code reviewers, that's an even bigger problem.

[Abhinav @engleveled]

In 5 years, will an engineering team of 5 people with agentic workflows outperform today’s 25-person team, or will the software complexity just scale up to fill the gap?

What does your 2030 tech team structure look like?

[Abhinav @engleveled]

@Smitha_codes Sending an email without my review.

[Abhinav @engleveled]

@mansijournalss Impatient drivers who constantly honk and flash their high beams just to get past me. 🚗💨

[Abhinav @engleveled]

Diversification turns out to just mean getting robbed in four different asset classes simultaneously. 🩸😂

[Abhinav @engleveled]

OpenAI’s Sam Altman: "Personal home electricity is an inefficient use of global energy."

Me, sitting in the dark eating melted ice cream while a data center uses all our power to make an AI generated dog do math: "Worth it." 🤖😂

[Abhinav @engleveled]

@lwegaba @X Done!

[Abhinav @engleveled]

Hi @X Tech community!

Building software, starting out in tech, or managing teams? Let's connect.

I regularly share actionable insights on tech trends, engineering growth, career navigation, and leadership. 📈👨‍💻

[Abhinav @engleveled]

@BennidaB @X Hello!

[Abhinav @engleveled]

@BiskeyGames @X Great to connect!

[Abhinav @engleveled]

@AmolWalunjsv18 @X Happy to connect!

[Abhinav @engleveled]

@X4DX54 @X Thanks Mark!

[Abhinav @engleveled]

@AIJobScout @X Done!

[Abhinav @engleveled]

@MakaCodes @X Done!

[Abhinav @engleveled]

@E1ev3n1 Lets connect!

[Abhinav @engleveled]

@AstroNerdsShips @X Done!

[Abhinav @engleveled]

@MorozVladyslav @X Done!

[Abhinav @engleveled]

@manxlab @X Happy to connect!

[Abhinav @engleveled]

@ahamam101 @X Done!