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The Pulse: AI token spending out of control – what’s next?

BACKGROUND
1 SIGNALFIRST DETECTED 23 April 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
23 Apr
7.1
Other feeds and industry voices
28 May
The Pulse: a trend of trying to cut back on AI spend within eng departments?

Top-down and bottom-up efforts to rationalize AI token spend, interesting AI coding stats from Cursor, GCP suspends $2M/month customer without warning, and more

REPORT · WHAT · The Pragmatic EngineerOPEN STORY
30 Apr
The Pulse: AI load breaks GitHub – why not other vendors?

Also: Anthropic’s speed run to break devs’ goodwill, big price increases from GitHub Copilot, Mitchell Hashimoto on the “building block economy,” and more

REPORT · WHAT · The Pragmatic EngineerOPEN STORY
16 Apr
The Pulse: ‘Tokenmaxxing’ as a weird new trend

… which will probably be the shortest-lived trend because it’s so wasteful. Also: coding AI agent subsidies could be ending, Cal.com going closed source and blaming it

REPORT · WHAT · The Pragmatic EngineerOPEN STORY
22 Jul
AI sales start to justify data-center spending boom, report says

<!-- SC_OFF --><div class="md"><p>Per Bloomberg:</p> <p>Global AI sales, excluding China, reached $25 billion for hyperscalers and neoclouds in the first quarter of 2026,

OPINION · WHO · singularityOPEN STORY
6 Jul
Big Tech is spending $725 billion on AI this year. Who actually pays for it?

<p>There is a number going around tech right now that I genuinely cannot fit in my head.</p> <p>Amazon, Microsoft, Google and Meta plan to spend somewhere around <strong>$725

REPORT · WHO · Dev.toOPEN STORY
3 Sept
The Pulse: tech companies move to open AI models

Cost-saving efforts reveal that moving simpler workloads to open AI models is the easiest way to save ~50% on AI bills. Also: automated software maintenance experience, and more

REPORT · WHAT · The Pragmatic EngineerOPEN STORY
8 Apr
Meta's internal leaderboard ranks employees by AI token consumption...are we measuring the wrong thing?

<!-- SC_OFF --><div class="md"><p>A Meta employee built a leaderboard on the company intranet called &quot;Claudeonomics&quot; that ranks token usage across 85k employees. top 250

OPINION · HOW · ArtificialInteligenceOPEN STORY
Sources
The Pragmatic Engineer

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