Maintain your platform, keep your vibe
Keep your creative flow alive while we handle the scaling grind. Dwarves Consulting delivers platform ops and AI workflow optimization, so you can focus on shipping great products and growing your community.
Vibe coders, don’t let ops kill your flow
You're a vibe coder, building dope AI apps, no-code workflows, or services that light up your community. Your MVP is live, users are hyped, but now the grind of scaling is harshing your vibe. Crashes, costs, and tech headaches are stealing your creative mojo.
At Dwarves Consulting, our platform ops retainer keeps your platform humming, so you can focus on what you love: creating. Ready to scale without the stress?
The post-MVP grind challenge
After nailing your MVP, these pain points probably sound familiar:
Crashes and lag
Growing users or data tank your app's performance. Your once-snappy AI features now timeout, database queries crawl, and users start complaining about slow response times during peak hours.
Maintenance drain
Bug fixes and updates eat up your coding time. Instead of building that killer new feature, you're stuck patching security vulnerabilities and debugging production issues every week.
Cloud bill shock
AI models or traffic spikes send costs soaring. Your AWS bill went from $200 to $2000 overnight because your vector database isn't optimized and your AI workflows are burning through compute credits.
Security stress
Your quick MVP setup isn't ready for hackers or compliance. Now enterprise clients want SOC2, your database passwords are still in plaintext, and you're one breach away from disaster.
AI hiccups
Unoptimized workflows slow things down or break the bank. Your AI pipeline works but takes 10 minutes per request, costs $5 per inference, and fails randomly when OpenAI has an outage.
Our solution: Platform ops that vibe with you
Our platform ops retainer is built for vibe coders. We handle the techy stuff, so you can keep creating:
Scale Effortlessly
Optimize your cloud and infrastructure for 10x growth with auto-scaling, load balancing, and database optimization that handles traffic spikes seamlessly.
Run smoothly
24/7 monitoring and fixes for 99.9% uptime with automated monitoring, instant alerts, and recovery procedures that keep your platform running.
Stay Secure
Lock down your platform with enterprise-grade security and compliance (like GDPR, HIPAA). From encrypted databases to SOC2 certification without enterprise headaches.
Future-proof
Prep for AI agents and enterprise demands by 2026 with architecture ready for multimodal models, agent workflows, and enterprise integrations.
Cut costs
Fine-tune AI workflows to save 20-30% on cloud bills through pipeline optimization, smart caching, and right-sized infrastructure for maximum performance.
What you get: More vibe, less stress
Teams working with us have cut costs and freed up time to focus on launching new features and adding value for users.
Creative freedom
More time to build features and iterate on AI. Focus on what you love while we handle infrastructure scaling, maintenance headaches, and technical optimization behind the scenes.
Cost savings
Slash cloud and compute costs with optimized setups. Our AI workflow optimization and infrastructure tuning typically saves clients 20-30% on their monthly cloud bills without compromising performance.
Peace of mind
A reliable, secure platform with 99.9% uptime. Sleep better knowing your platform is monitored 24/7, automatically scales during traffic spikes, and meets enterprise security standards.
Expert backup
Our DevOps and AI ops pros, without hiring in-house. Get instant access to senior engineers with years of platform scaling experience, without the overhead of full-time hires.
Build with us
Let's discuss your ideas. The more specific you are, the faster we can help. Our team will get back to you within 24hrs.