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Owned by William

Frontier AI Labs

6 members • Free

A community built to master AI. Learn prompt engineering, productivity, and business strategies from a 15+ year software developer.

Memberships

5 contributions to Frontier AI Labs
Anthropic courses
Did you know that Anthropic has courses to learn Claude? https://anthropic.skilljar.com/claude-101
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Claude Code was/is a mess
If you use Claude Code, OpenAI Codex, or AI coding tools every day, this is worth paying attention to.
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Anthropic walked back some of their recent mess ups.
1. Claude Code had real quality issues, but the API was not affected. Anthropic says the problems hit Claude Code, Claude Agent SDK, and Claude Cowork, not the base API or inference layer. 2. Three separate changes caused the problems. The issues came from: lowering Claude Code’s default reasoning effort from high to medium, a caching bug that repeatedly dropped older reasoning from sessions, a system prompt change meant to make Claude less verbose. 3. The reasoning-effort change made Claude feel less smart. Anthropic changed the default to reduce latency and token usage, but users preferred stronger reasoning by default. They reverted it on April 7. 4. The caching bug made Claude forgetful and repetitive. After an idle session, Claude was supposed to clear old reasoning once. Instead, it kept clearing reasoning every turn, which made it lose context about its own decisions. 5. The anti-verbosity prompt hurt coding quality. Anthropic added a prompt telling Claude to keep text between tool calls very short and final answers brief. Later testing showed it reduced performance, so they reverted it on April 20. 6. The combined effect looked worse than any single bug. Because the three issues affected different users, models, and timelines, it looked like a broad, inconsistent decline in Claude quality. 7. Anthropic is resetting usage limits for subscribers. As of April 23, they say they are resetting usage limits for all subscribers. 8. They are changing their release process. Anthropic says it will make more internal staff use the exact public build, broaden evals, add stricter prompt review, use more gradual rollouts, and add soak periods for changes that could reduce intelligence. Bottom line: Claude Code did not get worse because the model itself was intentionally degraded. Anthropic says it was a chain of product-layer and prompt-layer mistakes that made Claude seem less capable, less consistent, and more forgetful. https://www.anthropic.com/engineering/april-23-postmortem
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Hey, welcome to Frontier AI Labs.
This is a space for people who already use Claude and want to turn that into something real. Could be a side income, a full business, or just cleaner workflows that save you hours every week. Here's what's here so far: A course called Turn Claude Into a Business. Five models you can run with Claude as the engine. Pick one, work through it, land your first client. No code required. More coming soon. New lessons, breakdowns of things I'm building, and probably some weird experiments along the way. A few things that help everyone: Drop a comment on this post and say what you're working on. Even if it's "I don't know yet." That's fine. Knowing who's in here makes it a better community for everyone. If something in the course clicks for you, post about it. If something doesn't, post about that too. This place works better when people actually talk. Glad you're here. Let's build. —Wil
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1-5 of 5
William Waldon
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5points to level up
@william-waldon-7476
YouTube strategist and filmmaker who lived at SpaceX Starbase, breaking down rockets tech, and content so brands grow smarter, faster online too.

Active 9m ago
Joined Apr 7, 2026