---
title: A couple of days ago, I sat down with Vivek Bharathi and dumped my brains. Here's the interview...
link: https://ghuntley.com/frontier/
source: ghuntley-com
published: 2026-03-12T18:55:07Z
updated: 2026-03-12T18:55:07Z
first_seen: 2026-09-27T19:29:15.293681927Z
authors:
- Geoffrey Huntley
labels:
- ai
summary: 'Below you''ll find an AI transcription of everything we riffed about. Key distinction: Software Development vs. Software Engineering: Software development (typing code, prompting LLMs) is accelerating massively and becoming ubiquitous—anyone (e.g., a hairdresser using Cursor) can now be a "developer" due to abundant'
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By [Geoffrey Huntley](https://ghuntley.com/author/ghuntley/) in [AI](https://ghuntley.com/tag/ai/) — 13 Mar 2026

![A couple of days ago, I sat down with Vivek Bharathi and dumped my brains. Here's the interview...](https://storage.ghost.io/c/06/e5/06e5d12b-0328-469d-a0d0-3a0f0ba34c46/content/images/size/w2000/2026/03/download--1-.jpeg)

0:00

/11:14

![](https://storage.ghost.io/c/06/e5/06e5d12b-0328-469d-a0d0-3a0f0ba34c46/content/media/2026/03/AI-Expert--30----Rationalizing--Business-Moat-and--technical-Talent-for--agenticai-era--RIs6wikZykI-_thumb.jpg)

Below you'll find an AI transcription of everything we riffed about.

Key distinction: Software Development vs. Software Engineering:

- Software development (typing code, prompting LLMs) is accelerating massively and becoming ubiquitous—anyone (e.g., a hairdresser using Cursor) can now be a "developer" due to abundant AI knowledge/tools.\
- Software engineering remains essential and is evolving: engineers now act like locomotive engineers — keeping the "train" on tracks by designing safe, reliable systems/automations rather than working "in" the business (manual coding).\
- Shift focus to designing loops, automations, safety mechanisms (e.g., sandboxing, credential management, security), risk engineering, and responsible AI utilization.

## Implications for professionals:

- If your identity is tied to being a traditional "software developer" (keyboard typing), it's a tough time—prompting for outcomes is the new norm.
- If your employer bans AI tools, leave immediately: it's business suicide to ignore AI, while staying risks employability suicide as the market for manual coders shrinks rapidly.
- Engineers should prioritize raw technical/cognitive skills → engineer away concerns (e.g., replace binary code reviews with risk-based approaches, feature flags, constrained blast radius, auto-migrations).

## Open source is "dead" (or greatly diminished):

- Traditional open-source libraries existed to ease hiring and sharing reusable code.
- Now, with AI generation, there's little point: generating code avoids maintainer burnout, GitHub issue delays, abandoned projects, supply-chain attacks (e.g., npm takeovers), and Dependabot update toil.
- Better to generate first-party code for faster evolution, full control, and no human "tool calls" (which disqualifies true AGI-like autonomy).
- Exceptions: highly sensitive areas like PKI/SSL where generation isn't appropriate.

## Broader industry shifts in an abundance era:

- Software moves from scarcity (differentiated libraries, hard-to-replicate tech) to abundance (easy generation/reimplementation).\
- Many software products become hyper-commodity (like utilities: electricity, web hosting) — easily screenshot + reimplemented via AI (e.g., Claude).

### Vendor lock-in and switching costs vanish (e.g., auto-migrating databases/apps).

- True moats now lie in non-technical areas: contracts, relationships, handshakes, stakes, distribution, taste/judgment — the "hard things of business."
- Unit economics of software have fundamentally changed → questions if software remains investable (VCs unsure about moats, fundraising challenges).

> Future: hyper-personalized software; old models of building/scaling via scarcity are disrupted.

### Closing advice

- Stay relevant by running fast, staying curious, and adapting to the "brave new world."

ps. this interview is also available:

- on youtube at [https://www.youtube.com/watch?v=SMVyUu-GTpU](https://www.youtube.com/watch?v=SMVyUu-GTpU&ref=ghuntley.com)
- X - [https://x.com/GeoffreyHuntley/status/2032163849067987280](https://x.com/GeoffreyHuntley/status/2032163849067987280?ref=ghuntley.com)
- LinkedIn - [https://www.linkedin.com/posts/geoffreyhuntley_a-couple-of-days-ago-i-sat-down-with-vivek-activity-7437931906714791938-4_75](https://www.linkedin.com/posts/geoffreyhuntley_a-couple-of-days-ago-i-sat-down-with-vivek-activity-7437931906714791938-4_75?utm_source=share&utm_medium=member_desktop&rcm=ACoAAABQKuUB2AJ059keUcRUVLbtmoa6miLVlTI)

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