Insights

Anthropic's Claude Fable 5 changes six things at once for anyone building skills and agents: always-on thinking, an effort dial, 1M context, new pricing, a refusal stop reason, and 30-day retention.

Trust is a design material: confidence, citations, transparency, rubrics, guardrails, and handoffs. The series closer — skills set the floor, taste is yours.

A system prompt is an interface. Architect it like one — labeled anatomy, important instructions first and last, parameterized templates, and testable constraints.

The next design surface isn't the layout — it's how the product behaves. Context budgeting, turn-taking, generative UI, and frustration repair, in one skill.

Direct 3D and motion graphics by prompt. Claude writes the Blender bpy Python and After Effects ExtendScript over MCP while you art-direct the result.

Programmatic video: Claude writes React components, Remotion renders to MP4 — no timeline editor. A heavy kit adds voiceovers, captions and a render-review-fix loop.

How agent loops let one founder run serial tasks unattended — ship, test, coverage, docs — multiplying output without hiring. Which loops to start with and why.

Build carousels, quote cards and infographics in code so fonts, colors and logos stay correct — exported as crisp PNG/PDF, locked to a reusable weekly template.

Generate blog headers, thumbnails and mockups without leaving the agent (~$0.04/image), and use a 5-component formula to turn a lazy one-liner into a directed shot.

Code-driven generative art — flow fields, noise, particles — is unique per render and never looks like stock. The anti-slop move for hero textures.

One-shot identity boards — logo directions, palette, type, mockups — as reference frames you hand to the coding agent for real code.

When a Figma file exists you want faithful translation, not the agent improvising. The Figma MCP bridges design to code that respects your system.