10x Design in Claude Code and Codex
34 items
34 posts
In one 48-hour window Anthropic shipped Fable 5, Dario Amodei called for FAA-style model testing, and the Anthropic Institute published internal data on AI building AI. Here is what recursive self-improvement actually means, and how far along the loop really is.
Anthropic broke its own naming ladder when it introduced the Mythos class and Claude Fable 5. Here is what the shift means, how to map each tier to a real workload, and what questions it leaves open.
Claude Desktop spawns a Hyper-V virtual machine consuming roughly 1.8 GB of RAM on every Windows launch - even when you only open it for chat. Here is what the VM is for, who gets hit hardest, and the workarounds that actually work.
Fable 5 ships with safety classifiers that route flagged requests away from the model. In production you need to handle this, and Anthropic shipped three ways to do it. Here's how each one works, with code, plus the billing rules nobody has written up.
Fable 5's two-week free window on Pro, Max, Team, and Enterprise plans closed June 22. Here's what changed, what the credit system actually costs, and how to think about the model now that the deadline is history.
Fable 5 lists at $10/$50 per million tokens - twice Opus 4.8. But list price is the wrong number. Here is the cost-per-outcome math that actually decides whether the upgrade pays.
Fable 5 drains the 5-hour rolling window dramatically faster than Opus or Sonnet. Here is what the plan multipliers actually mean in practice, what changes on June 22, and how to make your allocation last.
On the same day Dario Amodei called for FAA-style mandatory testing of frontier AI, Anthropic shipped Fable 5 - the public face of Mythos - with classifier guardrails and a June 22 pricing window. Responsible disclosure or a live contradiction?
Running Claude Fable 5 on Amazon Bedrock requires opting into a data-sharing mode that sends your inference traffic outside the AWS security perimeter to Anthropic for 30-day retention. Here is exactly what happens, who is affected, and what your alternatives are.
Fable 5 on Bedrock requires opting into data sharing with Anthropic, which sends inference data outside the AWS boundary. Here is what that means for GovCloud, FedRAMP, ITAR, and CJIS workloads - and what your realistic options are right now.
12 days out from the Fable 5 promotional window closing on claude.ai, here is the practical checklist for Pro users, Max subscribers, teams, and API developers - what to decide, what to test, and what not to worry about.
DeepSeek V4-Flash costs $0.28 per million output tokens. Fable 5 costs $50. That 178x gap is real - but so is the quality difference. Here is where it matters and where it does not.
Pricing deadlines, infrastructure funding, a banking prompt injection case, and a 4x speed breakthrough - June 10 was one of the densest single days the AI dev tool market has ever produced.
Fable 5 is mostly a drop-in replacement for Opus 4.8, but 'mostly' is doing real work in that sentence. Here's every breaking change, what to delete from your code, and the prompt audit you should run before flipping the model ID.

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