Hallucinated runbooks
Your agent invents kubectl flags that never existed. You still get the 3 a.m. page.
maps.warblecloud.com · MAPS · not another soft landing page
Your Growth Partner
who seeks discomfort.
Comfortable roadmaps build comfortable debt. We partner with teams who would rather feel the sharp edge of real cost, real risk, and real agent failure modes — then fix them with pay-as-you-go muscle, not a twelve-month transformation deck.
Login: https://maps.warblecloud.com/login · local http://localhost:3000/login
Pay-as-you-go · Dex dex.frakma.io · mascot Elanor the Goldfinch.
What AI agents stillcan't stomach
Demos are polished. Production is feral. These are the pains we design MAPS and Warble agents around — the ones vendors bury under "coming soon."
Token bills with no spine
It burns GPT-class spend on tasks a 7B model could finish. Nobody owns the unit economics.
Context that rots
Long threads, lost cluster state, zero provenance. The agent 'remembers' last week's wrong fix.
Unsafe writes
Read-only demos are cute. Production agents still freeze when a real apply could brick a namespace.
No eval gate, no promote
Ship the vibes. Skip the critic. Hope the demo never becomes an incident report.
Advisory that can't price pain
Pretty architecture slides. Zero stack cost model. Zero tech-debt dollars. Zero paywall honesty.
Offload your work. Pay only for the burn.
MAPS is the advisory surface for teams who refuse to pretend AI is free, agents are safe, or architecture is free advice. Start where it hurts.
Cost & stack optimizer
Deterministic $ numbers. LLM only narrates. You keep the receipt.
Architecture & debt radar
Scrape-informed patterns + tech-debt hours — not another LinkedIn carousel.
Client screener & pricing
Trust score before you staff the room. Engineering seats priced like adults.
Pay-as-you-go brains
Credits when you need narrative. Silence when you don't. No enterprise theater.
“If your growth partner only brings comfort, they're a vendor. If they seek the discomfort with you — cost spikes, agent fails, debt clocks — they're in the trenches.”— Warble MAPS · maps.warblecloud.com
Find us where the feed still hurts
No ghost brands. Same Warble Cloud surfaces as the main site — ship in public, argue in public, fix in public.
Direct: hello@warblecloud.com · warblecloud.com