BlogPricingPlayground
Log in
Bluebag for Startups

Your agent will either become production-ready... or you do not pay us a dollar.

Bluebag installs the missing infrastructure layer your AI agents need: isolated execution, versioned procedures, customer context, and self-improvement loops. Ship agents that do not break under pressure and do not terrify your engineers.
If we do not take your 3 most important workflows from fragile demo to production-grade, repeatable, and debuggable in 30 days, you do not pay.
Get a Demo
Join the Early Access Waitlist
Built to work wherever your agents live today
OpenAI
Anthropic
Gemini
Llama
DeepSeek
Mistral
Grok

If your agent is already live, read this.

If you have shipped an AI agent, you are probably here:
  • ❌It mostly works... until a real customer does something weird
  • ❌Happy path is fine. Edge cases are a dumpster fire
  • ❌Debugging feels like reading tea leaves from logs
  • ❌Every new feature feels like pulling out the wrong Jenga block
  • ❌Your team is secretly afraid of your own roadmap
You do not have a model problem. You have an infrastructure problem.
Specifically: you are missing isolated execution, versioned procedures, customer memory, and self-improvement loops. Bluebag exists to install that missing layer.
What Bluebag actually is

Infrastructure for reliable agents.

Not a wrapper. Not a prompt library. Not yet another agent framework. Bluebag plugs in under your existing stack and gives you the infrastructure agents need to work in production.
Isolated Execution
  • Each session gets its own VM sandbox for safe code execution
  • Run bash, Python, JavaScript, TypeScript safely
  • 10,000+ concurrent sessions with sub-50ms response times
Versioned Procedures
  • Deterministic workflows with scripts and validation
  • Important work runs the same way every time
  • No prompt drift — procedures are versioned and tracked
Customer Context
  • Preserve user-specific context across sessions
  • Agents recognize users and carry forward preferences
Self-Improving
  • Agents learn from real interactions over time
  • Failures become proposed improvements you can review
The flagship offer

The Production-Ready Upgrade

Take your existing agent from demo-grade to production-ready in 30 days or less.
Get the Production Upgrade
Join the Early Access Waitlist
Who it is for
  • ✓You already have a product with real users
  • ✓You have at least one agent in production or pilot
  • ✓You are feeling the pain of escalations, inconsistent outputs, and demo-anxiety
  • ✓You want to scale, not throw it all away and start over
What we guarantee
Clear success criteria defined up front. If we miss, you do not pay the implementation fee.
  • 3-5 critical workflows rebuilt with Bluebag procedures
  • Isolated execution, validation, and deterministic branches
  • A measurable drop in agent chaos and fallbacks
  • Reduced manual escalations, higher completion rate, fewer failures
  • A repeatable way to ship new procedures your team can extend

How we make your agent unbreakable

A four-phase engagement that installs the missing infrastructure layer and stress-tests it until it behaves like a consistent teammate.
Phase 1 - Agent Autopsy & Workflow Map
Days 1-3
  • Map your existing workflows, tools, and prompts
  • Identify the top 3-5 business-critical flows
  • Score current state: breakpoints, hallucination risks, hotspots
You leave knowing exactly where fragility is hiding.
Phase 2 - Infrastructure Install
Days 3-10
  • Turn messy prompt chains into versioned procedures
  • Set up isolated execution sandboxes for safe code execution
  • Add deterministic scripts where the model should not be guessing
  • Add validation and guardrails to catch bad output before it hits users
You keep your models and tools. We give them the infrastructure to work.
Phase 3 - Hardening & Failure-Mode Hunting
Days 10-21
  • Throw adversarial scenarios and weird inputs at your procedures
  • Stress-test error recovery, fallbacks, and timeouts
  • Tighten prompts (usually shrinking them)
  • Wire up logging so debugging becomes engineering, not archaeology
Phase 4 - Handover & Future Procedures
Days 21-30
  • Document your procedure library
  • Train your team on how to build new procedures in Bluebag
  • Co-design the next 5-10 procedures you will ship after we are gone
You do not just get a fixed agent. You get infrastructure your team can extend.

Two implementation tracks

Choose the engagement that matches how deep your agent already runs.
Most Popular
Agent Hardening Sprint
Goal: Fix your existing agent fast.
  • Workflow audit and mapping
  • Rebuild of 3-5 critical workflows on Bluebag
  • Validation, routing, and error-safe branching
  • Observability and debugging wired in
  • Playbook: how we build procedures here
Best for seed to Series B teams with agents already touching customers.
Internal Platform Replacement
Goal: Replace your DIY agent framework with production-grade infrastructure.
  • Procedure library and filesystem structure
  • Execution layer, resource access, safety, and guardrails
  • CI and testing patterns for procedures
  • Team training and codebase integration
  • Rollout plan across multiple products and teams
Best for companies with multiple teams building agents who need one sane architecture.

Why this is a $100M offer for you

We deliberately engineer the engagement so the value feels embarrassingly higher than the cost.
Dream outcome
  • Close bigger deals
  • Stop P0 incidents from your agent
  • Free engineering time from agent babysitting
  • Make your roadmap safe to ship again
Perceived likelihood
  • We only work with teams that already have traction
  • We limit how many Production Upgrades we run per month
  • We define success criteria in writing before we start
Time delay
  • Initial hardening in as little as 7-10 days for smaller agents
  • Full 30-day engagement for complex systems
Effort and sacrifice
  • Your team does not have to rebuild from scratch
  • We install underneath your existing stack
  • We train your team so they are not dependent on us forever
Who this is not for
  • ❌You do not have an agent live or in serious pilot
  • ❌You just want a demo for a pitch deck
  • ❌You do not have an internal dev team to own this after us
Who this is for
  • ✓Agents are already touching real customers, data, or money
  • ✓Failure actually matters
  • ✓You are ready to treat your agent like a product, not a toy

What teams are saying

The stories are already happening.
Enterprise confidence
"Our agent went from please do not click that to we can turn this loose on enterprise accounts in under a month."
Escalations cut in half
"We cut manual escalations by half and finally felt confident letting users explore more freely."
Roadmap unlocked
"The biggest change was not just fewer bugs - it was our roadmap. We could actually say yes to things again."

Next steps

We only take a limited number of Production Upgrades per month. If this page is live and accepting applications, there is still capacity.
Step 1 - 20-minute fit call
We will look at your current agent, stack, and use cases and tell you honestly if we can help.
Step 2 - Infrastructure blueprint
We define the 3-5 workflows we will harden, success criteria, and the implementation path.
Step 3 - Install the missing infrastructure
We move you from demo-grade to production-ready and hand your team the keys.
Get the Production Upgrade
Join the Early Access Waitlist

Most founders will keep piling prompts on top of fragile agents and call it progress. You will not.

You will install the infrastructure layer the ecosystem forgot to build - the layer that makes agents predictable, extensible, fundable, and eventually inevitable.
Bluebag - the missing infrastructure your agents needed from day one.
Get a Demo
Join the Early Access Waitlist