Frontier Models▸What are people actually building with the newest frontier models?▸time machine

What are people actually building with the newest frontier models?

version 11 · published 7d ago · superseded by v37

Verdict

People are building real, revenue-generating applications with frontier models: automated trading bots, legal entity setup, faceless YouTube channels, AI-generated ad creation, and an OnlyFans persona earning $43,000 in 30 days. The dominant pattern is pairing a strong planner (e.g., Opus 4.8) with a fast executor (e.g., Fable 5) for cost-performance gains. Fable 5 is the most cited model, used for complex multi-step tasks, autonomous self-improvement, and rapid game development. Newer practices include using Gemini models for voxel heart animation, structured JSON prompts for video generation, and multi-agent Etsy store management. Many claims remain emerging with single-source corroboration.[13]

Corroborated practices

For Fable 5, using /loop for autonomous multi-step work and giving objectives instead of step-by-step instructions yields better results (corroborated by 3 sources). Fable 5 can autonomously self-improve and outperform Opus 4.8 on complex tasks at lower cost (corroborated by 5 sources). Fable 5 enables rapid full-game development from idea to code in about one hour (corroborated by 3 sources). A solo operator built an AI-generated OnlyFans persona using Claude 4.8 Opus, earning $43,000 in 30 days with $400 monthly compute cost (corroborated by 2 sources). Combining multiple frontier models can automate ad creation from product photos to video (corroborated by 2 sources). Using Fable 5 and ClaudeKit's EngineerKit, a single slash command can generate a professional website without a designer or developer (corroborated by 4 sources). Using native Obsidian skills instead of generic HTML parsing reduces context usage by over 99% for AI agents searching vaults (corroborated by 2 sources). A leaked system prompt can recreate a model's personality on a different base model (corroborated by 2 sources). Fable 5 can produce high-quality, animated websites by combining reference screenshots, pre-built components, and specific animation tools with iterative prompting (corroborated by 2 sources). Fable 5 can transform a folder of notes into a connected knowledge graph that answers in your own words and accelerates learning (corroborated by 2 sources). Running Claude Code on an e-ink tablet (reMarkable Paper Pro) creates a distraction-free, eye-comfortable coding environment where the screen's slowness matches AI's word-by-word output (corroborated by 2 sources). Claude Opus 4.8 enables reliable autonomous systems that run unattended for hours, using trigger-agent-verification pattern (corroborated by 2 sources). Claude Code with Higgsfield MCP can produce a fully animated, scroll-driven website with cinematic effects for a fraction of traditional cost (corroborated by 2 sources).[13]

Tooling landscape

Frontier models: Fable 5 (most cited), Opus 4.8, Sonnet 5, GPT-5.5 (Codex), Gemini 3.5/3.6/4 Flash, Gemini Omni, Seedance 2.0, Kling 3.0, Nano Banana Pro, Meshy, Mediapipe, Higgsfield MCP, ClaudeKit's EngineerKit, fable-advisor plugin. Infrastructure: Two used RTX 3090s (48GB VRAM, ~$1,400), Mac Mini with Ollama, Ugreen DXP6800 Pro NAS, reMarkable Paper Pro. APIs: Gemini 3.5 Flash free via REST, GitHub repo of permanently free AI APIs. Workflow tools: n8n, ComfyUI, Obsidian, Torlink.[10]

Contested & unverified

Most claims are emerging with single-source corroboration. Notable unverified claims: Fable 5 generating a complete game with 10 levels and web3 integration from a single prompt ³¹¹; using Semantic Similarity Rating with GPT-4o to replicate consumer surveys with 90% reliability ³¹⁰; Fable 5 generating complex 3D animations without external assets ²⁸⁷; AI repurposing workout footage into recurring revenue ²⁸⁶; GPT-5.5 and Opus 4.8 generating HTML canvas animations from abstract concepts ²⁴⁷; Gemini models generating a voxelized human heart ²¹⁴; workflow earning $60-$100 per asset ²¹⁰; structured JSON prompt in Seedance 2.0 ²⁰⁹; Gemini Omni for high-quality AI videos ²⁰⁸; Fable outperforming expectations ²⁰⁷; different models producing distinct outputs from same brief ²⁰⁶; Fable generating app with Seedance transitions ²⁰⁵; local Mac Mini reducing Claude API usage by 70-80% ¹⁶⁹; 30-day fitness challenge generating $7,400 per round ¹⁶⁸; Claude automating multi-step trading analysis in under 2 minutes ¹⁶⁷; Claude Sonnet 5 tokenizer cost changes ¹⁶⁵; Anthropic using Obsidian knowledge graph ¹⁶³; OpenAI employees using Codex agents ¹⁵⁸; Claude-built trading bot on Polymarket ¹⁰²; Claude Code automating legal setup ¹⁰¹; Fable 5 cloning complex app in under an hour ¹⁰⁰; switching from Opus 4.8 to Sonnet 5 reducing cost ⁹⁹; Fable 5 costs halved via adjustments ⁹⁷; local AI server replacing subscriptions ⁹⁶; Fable 5 for complex multi-step tasks ⁹⁵; Sonnet 5 underperforming Opus 4.8 on canvas animation ⁹⁴; Interactions API chaining models ; n8n pipeline for faceless YouTube ; ComfyUI workflow for consistent character ; pairing planner and executor ; vibe coding workflow ; Fable 5 free until July 7 ; Codex with GPT-5.5 Pro for overnight PRs ; adding index files to reduce task time ; structured design workflow with Claude Code ; zero-headcount company ; AI-assisted porting of Kubernetes to TypeScript ; Fable 5 on 'High' setting reducing cost ; Fable 5's 'Taste' skill ; Fable 5 as orchestrator with fable-advisor ; Fable 5 team prompting strategies ; Fable 5 with Higgsfield MCP for marketing campaign ; Fable 5 reverse-engineering router firmware ; Fable 5 building multi-tool command center ; Fable 5 orchestrating hardware tasks ; Fable 5 finding code improvements Opus missed ; Fable 5 generating game clones ; Fable 5 applied to 10 use cases ; Sonnet 5 offering Fable-style orchestration ; GPT-5.6 Sol producing simpler code ; Fable 5 and Opus 4.8 producing different results ; Claude generating full desktop concept ; Claude Opus 4.8 generating interactive 3D websites ; Claude Opus 4.8 autonomously processing client meetings ; Gemini 3.5 Pro generating Three.js solar system ; GLM 5.2 Max achieving highest coding benchmark score ; high-end consumer hardware running 30B-70B models ; Claude built mini-scraper earning $11,000 ; Fable 5 as planner/conductor ; OpenScience multi-model research agent ; Shepherd enabling agent revert ; structuring knowledge vault for 100x speedup ; building character sheet for Seedance 2.0 ; Stage 3 AI usage with writing loops ; Claude Fable 5 producing best animation outputs ; Fable 5 as autonomous agent for small projects ; LongCat model generating physics simulations ; Anthropic free workshops for self-improving agents ; Gemini Omni Flash adapting video clips ; Claude Fable 5 improving quant trading bot ; seven AI agents automating YouTube channel ; GPT-4o generating fashion portraits ; 12 open-source projects for practical uses ; Qwen3.6-27B achieving near 100K context ; cluster of small local classifiers replacing cloud APIs ; building MCP servers generating $500-$3K/month ; orchestrating multiple frontier models via controller ; prefill speed critical for agentic workloads ; Sonnet 5 as fast implementer in multi-agent stack ; Hermes agent autonomously running business ; Fable model too restricted for serious building ; 3D Gaussian Splatting for photorealistic house tours ; Fable 5 for meditation game ; GPT-5.5 managing Etsy stores ; Fable 5 generating game with 10 levels ; Semantic Similarity Rating replicating surveys ; Claude Code dynamic workflows with Opus 4.8 ; Claude Code with Higgsfield MCP for animated website ; Fable 5 generating complex 3D animations ; AI repurposing workout footage ; Claude Fable 5 building games for money ; Fable 5 on 'High' setting reducing cost ; Fable 5 producing animated websites ; Fable 5 transforming notes into knowledge graph ; two RTX 3090s providing 48GB VRAM ; structured multi-model local pipeline on Mac Mini ; Claude with Higgsfield MCP for marketing campaign ; Fable 5's 'Taste' skill ; GPT-5.5 and Opus 4.8 generating canvas animations ; running Claude Code on e-ink tablet ; Torlink torrent client ; Gemini 3.5 Pro generating voxelized heart ; Fable 5 as orchestrator with fable-advisor ; Ugreen NAS for local storage ; Fable 5 team prompting strategies ; workflow for hyper-realistic AI UGC ; structured JSON prompt in Seedance 2.0 ; Gemini Omni for AI videos ; Fable handling complex requests ; different models producing distinct outputs ; Fable generating app with Seedance transitions ; Fable 5 and ClaudeKit generating website ; native Obsidian skills reducing context ; local Mac Mini reducing API usage ; 30-day fitness challenge generating $7,400 ; Claude automating trading analysis ; AI-generated OnlyFans persona earning $43,000 ; Claude Sonnet 5 tokenizer cost changes ; Fable 5 enabling rapid game development ; Anthropic using Obsidian knowledge graph ; OpenAI employees using Codex agents ; Claude-built trading bot on Polymarket ; Claude Code automating legal setup ; Fable 5 cloning complex app ; switching to Sonnet 5 reducing cost ; Fable 5 autonomously self-improving ; Fable 5 costs halved ; local AI server replacing subscriptions ; Fable 5 for complex tasks ; Sonnet 5 underperforming Opus 4.8 ; Interactions API chaining models ; n8n pipeline for faceless YouTube ; ComfyUI workflow for consistent character ; combining models for ad creation ; ClickUp free credits ; pairing planner and executor ; vibe coding workflow ; leaked system prompt recreating personality ; Gemini 3.5 Flash free via REST ; Fable 5 free until July 7 ; Codex with GPT-5.5 Pro for overnight PRs ; GitHub repo of free AI APIs ; using /loop for autonomous work ; adding index files reducing task time ; structured design workflow with Claude Code ; zero-headcount company ; AI-assisted porting of Kubernetes to TypeScript .

What changed in this versionvs v10

Added new corroborated practices: Claude Opus 4.8 enabling reliable autonomous systems (358) and Claude Code with Higgsfield MCP for animated websites (308). Updated tooling landscape with new models (Fable 5, Opus 4.8, Sonnet 5, GPT-5.5, Gemini Omni, Seedance 2.0, Kling 3.0, Nano Banana Pro, Meshy, Mediapipe, Higgsfield MCP, ClaudeKit's EngineerKit, fable-advisor plugin) and infrastructure (RTX 3090s, Mac Mini, Ugreen NAS, reMarkable Paper Pro). Expanded contested claims with many new emerging

+Notable unverified claims: Fable 5 generating a complete game with 10 levels and web3 integration from a single prompt (311); using Semantic Similarity Rating with GPT-4o to replicate consumer surveys with 90% reliability (310); Fable 5 generating complex 3D animations without external assets (287); AI repurposing workout footage into recurring revenue (286); GPT-5.5 and Opus 4.8 generating HTML canvas animations from abstract concepts (247); Gemini models generating a voxelized human heart (214); workflow earning $60-$100 per asset (210); structured JSON prompt in Seedance 2.0 (209); Gemini Omni for high-quality AI videos (208); Fable outperforming expectations (207); different models producing distinct outputs from same brief (206); Fable generating app with Seedance transitions (205); local Mac Mini reducing Claude API usage by 70-80% (169); 30-day fitness challenge generating $7,400 per round (168); Claude automating multi-step trading analysis in under 2 minutes (167); Claude Sonnet 5 tokenizer cost changes (165); Anthropic using Obsidian knowledge graph (163); OpenAI employees using Codex agents (158); Claude-built trading bot on Polymarket (102); Claude Code automating legal setup (101); Fable 5 cloning complex app in under an hour (100); switching from Opus 4.8 to Sonnet 5 reducing cost (99); Fable 5 costs halved via adjustments (97); local AI server replacing subscriptions (96); Fable 5 for complex multi-step tasks (95); Sonnet 5 underperforming Opus 4.8 on canvas animation (94); Interactions API chaining models (93); n8n pipeline for faceless YouTube (92); ComfyUI workflow for consistent character (91); pairing planner and executor (88); vibe coding workflow (87); Fable 5 free until July 7 (83); Codex with GPT-5.5 Pro for overnight PRs (82); adding index files to reduce task time (79); structured design workflow with Claude Code (78); zero-headcount company (77); AI-assisted porting of Kubernetes to TypeScript (76); Fable 5 on 'High' setting reducing cost (255); Fable 5's 'Taste' skill (248); Fable 5 as orchestrator with fable-advisor (213); Fable 5 team prompting strategies (211); Fable 5 with Higgsfield MCP for marketing campaign (249); Fable 5 reverse-engineering router firmware (471); Fable 5 building multi-tool command center (473); Fable 5 orchestrating hardware tasks (436); Fable 5 finding code improvements Opus missed (435); Fable 5 generating game clones (439); Fable 5 applied to 10 use cases (438); Sonnet 5 offering Fable-style orchestration (437); GPT-5.6 Sol producing simpler code (468); Fable 5 and Opus 4.8 producing different results (469); Claude generating full desktop concept (470); Claude Opus 4.8 generating interactive 3D websites (466); Claude Opus 4.8 autonomously processing client meetings (359); Gemini 3.5 Pro generating Three.js solar system (509); GLM 5.2 Max achieving highest coding benchmark score (506); high-end consumer hardware running 30B-70B models (505); Claude built mini-scraper earning $11,000 (504); Fable 5 as planner/conductor (503); OpenScience multi-model research agent (502); Shepherd enabling agent revert (501); structuring knowledge vault for 100x speedup (475); building character sheet for Seedance 2.0 (474); Stage 3 AI usage with writing loops (472); Claude Fable 5 producing best animation outputs (539); Fable 5 as autonomous agent for small projects (538); LongCat model generating physics simulations (537); Anthropic free workshops for self-improving agents (536); Gemini Omni Flash adapting video clips (464); Claude Fable 5 improving quant trading bot (465); seven AI agents automating YouTube channel (467); GPT-4o generating fashion portraits (433); 12 open-source projects for practical uses (432); Qwen3.6-27B achieving near 100K context (357); cluster of small local classifiers replacing cloud APIs (356); building MCP servers generating $500-$3K/month (355); orchestrating multiple frontier models via controller (353); prefill speed critical for agentic workloads (352); Sonnet 5 as fast implementer in multi-agent stack (351); Hermes agent autonomously running business (350); Fable model too restricted for serious building (349); 3D Gaussian Splatting for photorealistic house tours (348); Fable 5 for meditation game (313); GPT-5.5 managing Etsy stores (312); Fable 5 generating game with 10 levels (311); Semantic Similarity Rating replicating surveys (310); Claude Code dynamic workflows with Opus 4.8 (309); Claude Code with Higgsfield MCP for animated website (308); Fable 5 generating complex 3D animations (287); AI repurposing workout footage (286); Claude Fable 5 building games for money (284); Fable 5 on 'High' setting reducing cost (255); Fable 5 producing animated websites (254); Fable 5 transforming notes into knowledge graph (252); two RTX 3090s providing 48GB VRAM (251); structured multi-model local pipeline on Mac Mini (250); Claude with Higgsfield MCP for marketing campaign (249); Fable 5's 'Taste' skill (248); GPT-5.5 and Opus 4.8 generating canvas animations (247); running Claude Code on e-ink tablet (246); Torlink torrent client (245); Gemini 3.5 Pro generating voxelized heart (214); Fable 5 as orchestrator with fable-advisor (213); Ugreen NAS for local storage (212); Fable 5 team prompting strategies (211); workflow for hyper-realistic AI UGC (210); structured JSON prompt in Seedance 2.0 (209); Gemini Omni for AI videos (208); Fable handling complex requests (207); different models producing distinct outputs (206); Fable generating app with Seedance transitions (205); Fable 5 and ClaudeKit generating website (171); native Obsidian skills reducing context (170); local Mac Mini reducing API usage (169); 30-day fitness challenge generating $7,400 (168); Claude automating trading analysis (167); AI-generated OnlyFans persona earning $43,000 (166); Claude Sonnet 5 tokenizer cost changes (165); Fable 5 enabling rapid game development (164); Anthropic using Obsidian knowledge graph (163); OpenAI employees using Codex agents (158); Claude-built trading bot on Polymarket (102); Claude Code automating legal setup (101); Fable 5 cloning complex app (100); switching to Sonnet 5 reducing cost (99); Fable 5 autonomously self-improving (98); Fable 5 costs halved (97); local AI server replacing subscriptions (96); Fable 5 for complex tasks (95); Sonnet 5 underperforming Opus 4.8 (94); Interactions API chaining models (93); n8n pipeline for faceless YouTube (92); ComfyUI workflow for consistent character (91); combining models for ad creation (90); ClickUp free credits (89); pairing planner and executor (88); vibe coding workflow (87); leaked system prompt recreating personality (85); Gemini 3.5 Flash free via REST (84); Fable 5 free until July 7 (83); Codex with GPT-5.5 Pro for overnight PRs (82); GitHub repo of free AI APIs (81); using /loop for autonomous work (80); adding index files reducing task time (79); structured design workflow with Claude Code (78); zero-headcount company (77); AI-assisted porting of Kubernetes to TypeScript (76).