Notes By Dev

How AI Agent Systems Work, and Where They Break Down

A technical review of loops, graphs and harness engineering: what they improve, how context and verification fail, and what research is doing to make…

Sep 11 • Dev Das

1

1

June 2026

It Feels Faster Than It Is

The most consistent result in the AI productivity literature isn't a speedup. It's the gap between how fast work feels and how fast it measures.

Jun 15 • Dev Das

1

May 2026

Taste Was Always the Scarce Thing

AI didn't make taste scarce. The tide went out — and taste was the rock that was there all along.

May 28 • Dev Das

1

August 2025

Why do LLMs always hallucinate and will they continue to do so?

At least one research paper appears to think so.

Aug 26, 2025 • Dev Das

1

A Creator’s Guide to Podcast Monetisation: Insights from a $2.4B Industry Evolution

Some market insights on emerging monetisation strategies, programmatic advertising growth, and platform diversification tactics for creators to build…

Aug 25, 2025 • Dev Das

1

The Lead Scoring Trap: When Predictive Models Learn the Wrong Patterns

The transition from biased to fair lead scoring doesn't require a complete system overhaul.

Aug 19, 2025 • Dev Das

1

No-Code Tools, AI Agents, and Automation for Lean Teams

It's not about individual tools, it's about the integration layer. This is what I call "growth compound interest."

Aug 9, 2025 • Dev Das

6:07

February 2025

How do you solve for friction in building a marketplace - PART 2

Many of us know the why but executing the how is probably the most difficult part

Feb 23, 2025 • Dev Das

Why do you need to solve for friction in building a marketplace - PART 1

Liquidity on its own does not guarantee smooth experiences or repeat users

Feb 23, 2025 • Dev Das

How do you build a marketplace?

10 growth ideals with some tactical how-to's

Feb 20, 2025 • Dev Das

1

Why behavioural science is the missing link in product growth

How behavioural science can drive user engagement and retention"

Feb 18, 2025 • Dev Das

July 2024

How are eCommerce marketers using AI?

And what can we learn from them to replicate in our own use cases?

Jul 10, 2024 • Dev Das

1