New in Claude Console: playground.
Explore the Messages API by using it! Every parameter (including betas), an editable code view for your programming language of choice, and tokens, cost, and caching shown on every run.
Start from templates for code execution, web search, and the advisor tool, then copy the code when it works.
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In a new blog post, we share how one customer, ABC Legal, deployed Claude Managed Agents.
The fleet of 50+ agents have cut costs by up to 50% for certain legal tasks.
The agents also use a feedback loop to improve continuously over time.
Read more:
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If your prod-monitoring harness is a cron job that spins up a fresh CMA session every few minutes, you're doing it wrong :-) Let CMA manage session lifetime for you, and delete half your harness code.
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🫰 tip:
Experiment with *effort*. Lower effort is fewer tokens, higher effort is more tokens.
As we build our agents, we are all trying to get the most intelligence per dollar. Check out these tips we just launched for Claude Platform.
Oh, and Claude created a fun video in one shot!
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CMA gets Advisor!
Lastly, you can now give a Claude Managed Agent an advisor: a stronger model it can call mid-session for a second opinion. Add one line to the roster and the working agent gets an advisor.
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I had great fun at the Claude Fable 5 webinar last week! Thousands showed up and I couldn't get to most of the questions. So Claude read them all, and I answered the ones Claude told me to. 👇
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If Claude needs to read graphs and charts, you gotta try this out!
We've updated our "zoom tool" cookbook.
When large images get downscaled, important detail can be lost. A zoom tool lets Claude request a region and get that crop back from the full-res original.
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Great presentation on Claude Managed Agents (with #
vercel#)
Looking forward to this Webinar on Fable and model orchestration patterns with
@jerhadf Please join!
Great post that goes deeper on how to get the best cost/intelligence trade off with our latest models
A second strategy: use Fable 5 as an orchestrator.
Fable 5 plans and delegates to workers (Sonnet 5).
Most tokens are billed at the lower worker rate.
A few patterns we frequently use with Fable 5:
Use Fable 5 as an "advisor."
An executor (Sonnet 5) calls Fable 5 for guidance.
Most tokens are billed at the lower executor rate.
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Following on from this I wanted to mention the Coordinator Pattern I know many of you are using... Also a great way to not waste those Fable tokens
Fable is back. Don't waste it grepping logs. Let Sonnet 5 run the loop and phone Fable for the hard calls.
More rare limits for API customers!
We've raised Claude Platform API rate limits for all users and simplified the tiers, which are no longer based on API spend.
The latest Sonnet and Haiku models now provide 5x higher rate limits at the highest tier.
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Fable is back. Don't waste it grepping logs. Let Sonnet 5 run the loop and phone Fable for the hard calls.
For safety reasons you will likely see more blocking classifiers with Fable. If you are using our API, check out fallbacks to ensure your agent can easily keep going
Claude Fable 5 will be available again globally tomorrow.
After a series of productive conversations with the US government, we're redeploying the model with a new set of classifiers to target and block more cybersecurity tasks. In the near term, some routine tasks like coding and debugging will fall back to Opus 4.8. We’ll continue to refine these classifiers over the coming weeks to reduce false positives and better distinguish genuine misuse from legitimate requests.
We’ve also begun drafting a consensus framework—with Amazon, Microsoft, Google, and other Glasswing partners—for assessing the severity of AI jailbreaks and how AI developers should respond to them. We invite other industry partners and model providers to join us in this effort.
Finally, we’re scaling up our collaboration with the US government on model testing and safeguards. This will include pre-release access to models and safeguards for evaluation, information sharing on jailbreaks and misuse, and dedicated resources for joint research.
Thank you to our users for your patience, and to our partners across the government, industry, and the research community who worked alongside us to make Fable 5 available again.
Read our full blog:
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So happy to have Fable back!