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Closing the Loop With Crafting for Agents
Introducing Crafting for Agents, infrastructure that lets AI agents validate and ship code inside real enterprise systems
Challenge
AI agents are already opening pull requests, monitoring repos, and writing meaningful code. The real bottleneck is validating that code safely against real infrastructure.
Solution
Crafting gives agents controlled access to real dependencies, services, and credentials. They can validate code inside production-like environments and iterate safely under enterprise guardrails.
Results
Early results from customers: 25% more pull requests QoQ without growing headcount, AI-generated code scaling from single digits to 70% in 12 months, and engineers saving ~2.5 hours per week on environment setup

Today, we’re excited to announce the launch of Crafting for Agents. Crafting was born two years ago to solve the infrastructure problems that slow down large engineering teams. As more code is written by agents, we’re bringing that same foundation to the next generation of builders with Crafting for Agents.

My Co-Founder and I have seen what breaks when scaling enterprise engineering organizations and set out to build, for the first time, an end-to-end solution for those teams. Over the past year, our platform has evolved to now support everyone shipping production code.

As more builders adopt coding agents, the bottleneck has shifted from writing code to validating and shipping to production. Until now, end-to-end autonomous coding agents haven’t existed in complex, enterprise environments. That changes with Crafting for Agents.

The World We Live In

Today's coding agents are incredibly powerful and can build websites from scratch, easily refactor major codebases, and dramatically speed up how fast features are built. At the same time, they are limited by piecemeal unit tests, validation with humans in the loop, clogged CI / CD pipelines, local resources, and constrained sandboxes

This becomes even more complicated for less technical users relying on coding agents to build critical workflows. Frontier models generate tools that look like they can get the job done, but people have no way of knowing if what they’ve built is secure or scalable. The output might look promising , but nobody knows if they can trust it.

Only the most well-funded companies can afford to invest in highly customized harnesses to build, test, and validate safely at scale. The required infrastructure is too complex to replicate locally and requires constant maintenance. Even these organizations are struggling with backed up CI / CD pipelines, dramatically slowing down shipping speed while drastically increasing the amount of code needing validation.

Enterprises need a way for agents to operate independently, to validate and ship code without human intervention. That’s where Crafting for Agents comes in.  

Promoting Agents to Senior Engineers

With Crafting for Agents, agents can build and test against real data and dependencies in isolated environments, shared staging tiers, and production. Shared data can be swapped out for local instances when agents are making risky changes. External dependencies can be securely accessed only by agents that truly need them.

Our production-like environments and intelligent network interception allows agents and developers to dynamically spin up arbitrary slices of their architecture. This allows agents and developers to build, iterate, and validate their code in parallel without interfering with each other. 

Bring your favorite command line tools, IDEs, and vibe coding agents. Leverage templates and production replicas, allowing builders to move faster while increasing the reliability of their output.

Even non-engineers can work with the latest frontier models to produce new tools and automated workflows. That’s because Crafting’s platform validates what they’ve built. You can use these tools across team members and throughout the company, knowing that they’ve been validated for use in the enterprise. 

Crafting for Agents removes friction from each step of software production, from ideation to shipping. Crafting instantly spins up dependencies and subsections of your tech stack through careful orchestration and management of cloud resources. We solved this for engineers with the first version of Crafting, and now we’ve solved it for agents as well.

Agentic Use Cases

Crafting for Agents expands use cases for agents in the enterprise. Now agents can monitor production or specific services while being attached to their containers in real time. Agents already monitor error logs, request volume, and all sources coming in more carefully and diligently than any human. 

With Crafting, agents can identify and replicate issues in production, staging, or an isolated environment for validation before testing and iterating to generate a high-confidence fix. Observability agents take the leap from alerts and warnings to proactive defenders, catching and resolving outages before they happen at scale.

Simulation agents relying on Figma files and mockups can test user personas against real variations of the stack. They can harness actual API calls, changes in latency, and real performance measurement, resulting in more accurate feedback and predictions on experimental changes.

And perhaps the most widespread use case: coding agents can now retrieve tasks from boards, identify new optimizations, or follow instructions from a human. Agents can build, test, and iterate in a closed loop until code is ready for production. This happens without creating a backlog of PRs or waiting on slow-moving CI / CD pipelines to run. Non-engineers can use closed loop coding agents to build internal tools with confidence. Validation is included - non-engineers no longer wonder if what the agents wrote actually works. 

Crafting for Agents: True End-to-End Agentic Infra Platform

With Crafting for Agents, we’re helping companies unlock the true potential of their agentic infrastructure, giving agents secure and controlled access to all the resources and dependencies they need to validate and ship code autonomously.  Agents have so much potential to fundamentally shift how we evolve, build, and protect our software. 

If you’re building with agents at scale and have no intention of slowing down, we built Crafting for you. Reach out today if you’re ready to give your agents the infrastructure they need to succeed. 

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