📰 Dev.to · Takayuki Kawazoe

Articles from Dev.to · Takayuki Kawazoe · 3 articles · Updated every 3 hours · View all reads

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One SSE connection, N upstream agents — the stream relay we shipped

Dev.to · Takayuki Kawazoe 1d ago

One SSE connection, N upstream agents — the stream relay we shipped

The pod that was tailing one of our long-running agents got rotated during a deploy. The client...

Why we built our own credit ledger instead of using Stripe metered billing

Dev.to · Takayuki Kawazoe ⚡ AI Lesson 1d ago

Why we built our own credit ledger instead of using Stripe metered billing

A few months in, an agent I was running reserved about 1,000 credits' worth of tokens for a...

I let my AI agents be advisory-only. Here's the rules-first PR risk engine I shipped instead.

Dev.to · Takayuki Kawazoe 🤖 AI Agents & Automation ⚡ AI Lesson 2d ago

I let my AI agents be advisory-only. Here's the rules-first PR risk engine I shipped instead.

A pattern I keep seeing in early AI-in-the-SDLC teams: someone wires an LLM into the PR-review...