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Research & KnowledgeEvent: August 31, 2026

MetalBear published a guide from Eyal answering how to fully harness the AI-Native SDLC for cloud-native apps.

Published

Signal category

Research & Knowledge

Quote

Anthropic recently published a playbook for restructuring the software lifecycle around coding agents. Stage 4 of their process is letting the agent check its own work before an engineer sees it.

MetalBear team

Company

MetalBear

Creators of mirrord | Faster, cheaper Kubernetes Development | OSS | DevEx

Industry
Software Development
Location
New York, US
Company size
38 employees

MetalBear is the company behind mirrord, a Kubernetes development platform that lets developers and AI coding agents test code in a production-like environment before deploying it. Your service runs wherever you're working, locally, in CI, or in an agent's sandbox, while mirrord proxies its traffic, environment variables, and files to and from a shared staging cluster, so it behaves as if it were deployed without actually being deployed. Engineering teams at companies like monday.com, National Australia Bank, and SurveyMonkey use mirrord to iterate and ship faster, while spending less on dev environment infrastructure.

Founded 2022

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