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@cjav_dev

New Hampshire cjav.dev Joined April 2009
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CJ Avilla Verified account @cjav_dev
Going to do my best to share helpful updates about how to get the most from the Claude Platform: APIs, SDKs, the ant CLI and more.

If you have any feedback about existing API features you’d love to see, I’m all ears!

Pumped to be back in a position where there’s so much I’m excited to use and hype.
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CJ Avilla Verified account @cjav_dev
Checkout @RLanceMartin's new post on agent memory.

On one CL-Bench task, Opus 5 and Opus 4.7 lost a big chunk of the boost from memory when told to "record only failures". They did better just being told the folder was there.

anthropic.com/research/compo…
www.anthropic.com The components of agent memory For Claude to learn from experience, it has to decide what’s worth remembering before it knows what’s next. Here’s how “dreaming” helps it organize memory and correct mistakes.
Lance Martin Verified account @RLanceMartin 1d
check out my new article in the Anthropic eng blog.

i talk about "dreaming" (offline compute) as a way to organize Claude's memory. it can correct mistakes, create memories, or build new representations.

x.com/AnthropicAI/st…
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CJ Avilla Verified account @cjav_dev
Incredible piece by @RLanceMartin and team about memory and dreaming. 🙌
Anthropic Verified account @AnthropicAI 1d
Memory is what allows Claude to learn from experience. In a new Engineering Blog post, we share how “dreaming” helps Claude organize what it’s learned, correct its mistakes, and find what it needs more easily the next time. anthropic.com/research/compo…
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CJ Avilla Verified account @cjav_dev
I’ve got a fun little story about hooking up Claude OTel to Sentry 😅

Looking forward to chatting about it with Sergiy live next week!
Sentry Verified account @sentry 1d
We're sitting down with and @cjav_dev (@AnthropicAI) on Nov 17th at 10am PT to talk about tracing Claude Agents with OpenTelemetry and Sentry 🧠

In this live session, @Sergical and CJ will show you how to send Claude Platform OTel data to Sentry and trace a Claude agent as it calls tools alongside your existing infrastructure.

RSVP to join us live 👉 sentry.io/resources/clau…
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CJ Avilla Verified account @cjav_dev
User Profiles API is GA!

If you're building a platform on Claude, create a profile per customer and pass user_profile_id on their requests. This helps us all avoid misuse and apply restrictions to individual bad apples instead of your whole org.

platform.claude.com/docs/en/manage…
platform.claude.com User profiles for end-customer attribution Attribute API requests to the end customers your platform serves, so a safety enforcement action can apply to one profile instead of your whole organization.