fable 5 intelligence at half the cost yes its still slow but the breakdown is $17.32 Fable 5 cost per task $8.23 Opus 5 cost per task pretty impressed with opus 5 after using it for a solid 4 hours full breakdown below

A guide on starting from zero this morning. No boilerplate, no template — just me, Claude, and an idea. The plan: 1. Describe the app in plain English 2. Let Claude scaffold the whole project 3. Iterate on the UI live in the simulator 4. Ship a working build by tonight From 0 to 1

if you could control your terminals completely by voice... you can ship code at the speed of thought you can build in multiple workspaces at the same time you can unleash hermes agent to handle feedback loops all BY VOICE agentic voice control with gpt realtime 2 and local nvidia parakeet built on google open knowledge format and ICM methodology (folder system) agents can see your workspace and control other agents via MCP vibe coding multiplayer coming soon https://www.heybeckon.ai/

open ai has a MAJOR problem with gpt 5.6 hallucination rates you see gpt 5.6 deleting entire codebases and deleting paid subscriptions in stripe accounts this is no joke how can a frontier model be trusted with a hallucination rate of 89% while an OPEN SOURCE model kimi k3 comes in at 49% ai labs in the US are in trouble chinese models have now caught up to frontier models and its not even close kimi k3 even beats fable 5 in most benchmarks

just purchased content machine, the download version is 1.7, the website says 2.0, how do I upgrade? is there upgrades as part of the purchase? @Beau Johnson