Blogs

Research and writing on AI agents, product management, and technology.

2026-06-28

The Product Discovery Agent: What Happens When AI Does the Thing We Used to Do Manually

How AI agents are changing product discovery — from manual signal-hunting to continuous pattern recognition, and what that means for PMs.

2026-06-27

Agile Methodologies in the Age of AI: How Teams Are Evolving

How AI is forcing agile teams to evolve beyond traditional sprint-based planning, velocity metrics, and estimation. Practical patterns from startups to enterprises.

2026-06-24

How Product Sense Actually Gets Evaluated in Interviews

CIRCLES, AARM, and Meta's 5-criteria rubric explained with real interview examples — plus how Meta's new AI round changes what's actually being graded.

2026-06-24

What Product Managers Need to Know to Stay Current

PM hiring is up, but harder than ever to land. The role is splitting into AI PM and Agent PM specializations while core skills stay the same. Here's what the data actually says.

2026-06-24

Will AI Actually Take Your Job

What the displacement data actually shows: real but narrow job losses, concentrated in specific roles, offset by demand growth in many AI-exposed fields.

2026-06-23

Claude in 2026: New Features, the Design Shake-Up, and What It Means for PMs

Claude Code, Cowork, and a dedicated Claude Design tool have shipped fast — and they're reshaping how design work gets done. Here's what's real, what's changing for designers, and what it means for PMs who now prototype themselves.

2026-06-17

Tokenization in the AI Era: What It Is, Why It's Expensive, and What's Breaking in 2026

Tokenization is the unglamorous foundation underneath every AI cost number, context window, and weird failure you've encountered. Token prices crashed, but bills are rising anyway — and there's a real 'tokenization tax' on non-English languages.

2026-06-17

AI Agents in Enterprise: The 2026 Reality Check

AI agents have moved from demos to daily use — but adoption is far more uneven than the hype suggests. What's working, what's overhyped, and where things are heading.

2026-06-17

How AI Agents Are Transforming the Product Manager Role (2026)

AI agents are compressing the execution half of the PM job — freeing up time for strategy, stakeholder alignment, and judgment. The PM role isn't disappearing, it's polarizing.

2026-06-17

The State of AI Agents in India (2026)

India is moving fast on AI agents — but on two very different tracks: IT services and GCCs rebuilding around agentic AI, and a sharper debate on jobs, sovereignty, and language.