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ship faster with ai

Alena Panshina

ship faster with ai – problem-first approach to ai implementation. use cases & tools.

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Issues15Founded8 months agoLast Issue18 days ago
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Latest Issues

47 seconds of attention, 20 AI agents: the math needs orchestration.

Engineers cap at 5 supervised agents. The rest of us cap at 47 seconds. Both ceilings lift by stealing one layer from devs.

It’s tempting to imagine 100 AI agents running in parallel, around the clock. That’s the idea I keep flinching towa...

18 days ago
5
1
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I lost an afternoon to Opus 4.7 last week

Claude Opus 4.7 feels worse because it stopped covering for your implicit prompts. 3 practices to fix it. And why AGI is not coming anytime soon.

I lost an afternoon to Opus 4.7 last week — installed it mid-project, watched it take longer...

a month ago
3
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"Hit my Claude limit" is the new flex

...and what I do now to keep my AI working. Everything you need to know and a framework.

AI tokens got roughly 1,000x cheaper in three years. My AI bill went from $0 to $200 — and $200 wasn’t enough.

a month ago
9
3
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I rebuilt AI agent 10 times. Spoiler: it was never about cutting-edge model.

How harness engineering turned my failing system around.

The next AI model won’t fix your agents. I know because I used the same Claude for 10 versions of the same system. What actually changed my results was everything around the model —...

2 months ago
6
1
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Vibe Coding Era killed my obsession with great UIs

6 companies shipped agent-first interfaces in a single month — Google, Stripe, and Visa among them. Google put 6 apps behind text commands in terminal.

I spent 13 years building products — at Yandex I shipped a mobile app for 30 million us...

2 months ago
6
1
Paid

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