The 6-Hour AI-Architect Playbook — Turn YC’s Newest Megatrends into Revenue Before Friday
- Aug 1
- 3 min read
A no-fluff field guide for founders, CTOs, and product leaders who want to ship value next week using the six themes Y Combinator just called out in its Fall 2025 Requests for Startups. Includes ready-to-steal code snippets, customer scripts, and SEO keywords you can copy-paste.
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🚨 60-Second Recap
YC just published six bets for the next decade: AI vocational schools, generative-video primitives, 10-person $100 B companies, agent fleets, AI-native ERP, and government-consulting killers.
Below is the tactical translation—what an AI architect (that’s you, or the one you hire tomorrow) delivers before the weekend.
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1️⃣ Re-Skill Labor in 3 Weeks, Not 3 Years
Customer Pain
A single hyperscale build is burning $4 M in liquidated damages while it waits for certified electricians.
Architect’s 6-Hour MVP
1. Grab an off-the-shelf welding simulator (Unity + OpenXR).
2. Plug in a vision model (YOLOv8) to watch torch angle.
3. Add OpenAI Whisper for real-time audio coaching.
4. One prompt → “If bead deviation >5°, whisper ‘left 2°’.”
Revenue Script
“Pay us $2 k per graduate placed; we guarantee OSHA-ready in 21 days.”
SEO Cluster
ai welder coach, 3-week hvac certification, ar trade school
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2️⃣ Infinite Product Videos for the Cost of Coffee
Customer Pain
Shopify Plus brand has 8 k SKUs and a 35 % return rate.
Architect’s 6-Hour MVP
1. One Replicate API call → try-on video from still photo.
2. Wrap in a 20-line FastAPI service.
3. Cache on Cloudflare R2.
Revenue Script
“$99/mo for 1 k auto-generated videos; ROI payback in two weeks.”
SEO Cluster
ai video api, virtual try-on generator, zero-cost product video
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3️⃣ 10-Person, $100 B Company Stack
Customer Pain
Seed startup has $500 k and zero GTM budget.
Architect’s 6-Hour MVP
LangGraph DAG:
• Scraper → CRM enricher → AI SDR → Calendar bot → Churn predictor.
Cost cap at $0.05 per lead via token-budget guardrails.
Revenue Script
“Watch us 3× pipeline with negative headcount in 30 days.”
SEO Cluster
solo founder ai stack, revenue per employee 10 million
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4️⃣ Kubernetes for Agent Fleets
Customer Pain
Data-labeling firm hit $5 k surprise bill when 1 k agents looped overnight.
Architect’s 6-Hour MVP
1. Helm chart that spins up K8s jobs with LLM token limits.
2. Prometheus exporter for cost per agent.
3. Circuit breaker kills rogue pods at $50 budget.
Revenue Script
“Cut overnight token spend 70 %—we’ll install it before Monday.”
SEO Cluster
debug thousand ai agents, token cost observability, multi-agent orchestration
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5️⃣ Cursor-ify Your ERP
Customer Pain
Month-end close still takes 8 days and 200 manual journals.
Architect’s 6-Hour MVP
1. Postgres extension → AI writes reversing entries.
2. Streamlit UI → human approves in one click.
3. SOC-2 audit log auto-exported.
Revenue Script
“Pilot closes books in 2 days—pay us only if we beat your current SLA.”
SEO Cluster
ai native erp, cursor for accounting, autonomous month-end close
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6️⃣ Government Consulting Displacement
Customer Pain
Agency pays $2 M and 9 months for a 400-page policy memo.
Architect’s 6-Hour MVP
1. LangChain splitter → GPT-4 turbo summarizer → DOCX template.
2. Vector DB stores diff history for FOIA compliance.
Revenue Script
“$2 k flat fee, 48-hour turnaround, audit trail included.”
SEO Cluster
deloitte alternative ai, government llm consulting, policy drafting automation
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🎯 Your 3-Step Friday Launch Plan
1. Pick one pain above.
2. Clone the repo skeleton we host at saulius-systems.com/yc-plays https://saulius-systems.com
3. Tweet the before/after KPI—tag @saulius_systems for a retweet to 18 k builders.
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TL;DR Cheat-Sheet
Theme 6-Hour MVP Pricing Hook SEO Anchor
Re-skill trades AR + voice coach $2 k/grad ai welder coach
Product video Replicate API wrapper $99/mo 1 k vids ai video api
10-person unicorn LangGraph GTM loop 3× pipeline solo founder ai stack
Agent fleets K8s cost guardrail 70 % token cut debug thousand ai agents
AI ERP Postgres AI journals 2-day close ai native erp
Gov consulting LLM policy memo $2 k flat deloitte alternative ai
Stop reading. Start building.
See you on the leaderboard.
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