afterbuild/ops
Solution

Hire a developer after Windsurf.

Windsurf's Cascade mode built your app autonomously. We audit the gaps, harden the codebase, and ship.

Quick verdict

Windsurf's Cascade mode is powerful for multi-file feature development. But autonomous code generation misses production requirements: CI/CD, RLS, auth edge cases, monitoring. We audit the gaps, harden the codebase, and ship. Audit in 48 hours.

When Windsurf needs a human engineer

01
Cascade made decisions you didn't ask for
Windsurf's autonomous mode sometimes adds abstraction layers, refactors working code, or chooses architectural patterns without explicit instruction. We audit what changed and whether it's sound.
02
Large codebase performance issues
Windsurf projects that grew through autonomous generation often have redundant code, over-fetching, and N+1 database queries. We profile and optimise.
03
No deployment infrastructure
Windsurf generates code. CI/CD, environment management, staging environments, and production deployment require separate setup.
04
Security gaps
Autonomous code generation doesn't audit security. RLS policies, auth token validation, secret management — these require deliberate security engineering.
05
Enterprise readiness
Windsurf has an enterprise use case, but the generated apps aren't enterprise-ready by default. SOC2, SSO, audit logging, and compliance features need professional implementation.
FAQ
What makes Windsurf different from Cursor for handoff?
Windsurf's Cascade mode makes more autonomous decisions, which means handoff requires more auditing — we need to understand what Cascade changed and why. Cursor follows instructions precisely, so the code more directly reflects your prompts. Neither is harder to hand off than the other; they require different auditing approaches.
How long does a Windsurf handoff take?
Typically 2–3 weeks. The audit is 48 hours, then 1–2 weeks of hardening (tests, CI/CD, auth, deployment). Larger Windsurf projects with complex Cascade-generated architecture may take 3–4 weeks.
Can you work with the Windsurf IDE alongside us?
Yes. Many teams keep using Windsurf for features while we handle production infrastructure, CI/CD, and security. We pair well with AI-first development workflows.
What's the most common Windsurf gap?
Deployment and CI/CD. Windsurf generates excellent code but has no deployment tooling. The second most common: missing tests, which makes the autonomous refactoring capability of Cascade risky post-launch.
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