Windsurf
deployment
Cascade Modified Dockerfile - Docker Build Timeout
Docker build takes excessive time or fails with OOM errors after Cascade modified the Dockerfile. The multi-stage build was restructured inefficiently, causing large intermediate layers or missing cache optimization.
Container builds now fail in CI/CD pipelines due to timeout or resource constraints.
Error Messages You Might See
Step 15/25 : ERROR: cannot allocate memory
Docker build exceeded timeout 3600 seconds
Gradle out of memory: Java heap space
Common Causes
- Cascade combined build stages, breaking layer caching strategy
- Cascade added large dependencies/resources to base layer instead of final layer
- Build arguments or environment variables not passed correctly
- Gradle build inside Docker runs without proper JVM memory settings
How to Fix It
Review git diff of Dockerfile for structural changes. Ensure multi-stage builds leverage caching - dependencies layer should rebuild rarely. Move expensive operations as late as possible. Set Docker build memory limits: docker build --memory=2gb. Consider using .dockerignore to exclude unnecessary files.
Real developers can help you.
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Tech stack: PHP 8.x, Symfony, React, Next.js, PostgreSQL, MySQL, Docker, AWS (ECS, RDS, S3, SQS/SNS, CloudFront), Terraform, Supabase. I also use AI tools daily (Claude Code, Cursor) in my own workflow, so I understand both the strengths and the gaps in AI-generated code.
Based in Poland (CET timezone). Available for async work and calls during EU/US business hours.
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As an INFJ-T, I approach development with a "systems-thinking" mindset—balancing technical precision with a deep understanding of user needs. I particularly enjoy the challenge of architecting Vertical AI SaaS and optimizing Small Language Models (SLMs) to solve specific, real-world business problems. Whether I'm in a CTO-level leadership role or hands-on with the code, I thrive on building tools that turn complex data into actionable value.
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I’m a Full-Stack Developer with over 10 years of experience building modern web and mobile applications. I enjoy working across the full product lifecycle — turning ideas into real, well-built products that are intuitive for users and scalable for businesses.
I particularly enjoy building mobile apps, modern web platforms, and solving complex technical problems in a way that keeps systems clean, reliable, and easy to maintain.
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Get HelpFrequently Asked Questions
How do I optimize Docker builds?
Use multi-stage builds, order layers by change frequency (stable to volatile), leverage build cache with .dockerignore.
How do I increase memory for Gradle in Docker?
Set ENV GRADLE_OPTS="-Xmx2048m" in Dockerfile or pass via docker build command.