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Everything we have published

Walk reports, counts and the occasional argument, newest first.

The AI success rate your team is probably ignoring

Jul 1, 2026

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3 min read

The AI success rate your team is probably ignoring

Spotify's AI workflow isn't about more Claude sessions; it's about the verification layer they built around them.

Haroon Choudery
Haroon Choudery
The AI Consultants Are Being Disrupted

Jun 30, 2026

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6 min read

The AI Consultants Are Being Disrupted

Accenture just lost 20% in a day. Here's what that says about whether you still need a consultant

Haroon Choudery
Haroon Choudery
A $30M startup wants to watch every AI agent in your company

Jun 26, 2026

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5 min read

A $30M startup wants to watch every AI agent in your company

Claude moved into Slack. Gong shipped a governed-agent layer for revenue teams. Runlayer raised $30M to watch them.

Haroon Choudery
Haroon Choudery
Claude Tag moves into Slack channels

Jun 25, 2026

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4 min read

Claude Tag moves into Slack channels

Anthropic replaced its Slack app with a persistent Claude agent that lives in the channel. Plus four other reads for today.

Haroon Choudery
Haroon Choudery
A $100M AI buyer swapped in a model 23x cheaper

Jun 24, 2026

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4 min read

A $100M AI buyer swapped in a model 23x cheaper

Frontier-model bills stopped falling, and the largest AI buyers started swapping in cheaper tiers from the same vendors.

Haroon Choudery
Haroon Choudery
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