Slow dev cycles solved by AI scaffolding full apps, infra, and tests

Slow dev cycles solved by AI scaffolding full apps, infra, and tests targets a $110.0B = 25M developers x $4.4K annual dev tools & cloud spend total addressable market with medium saturation and a year-over-year growth rate of 20%.

Key trends driving demand: Large language models -- improved multi-file, context-aware generation makes full-stack scaffolding feasible and faster than hand-coding boilerplate.; Serverless & IaC maturity -- stable deployment primitives (Terraform, CDK, serverless platforms) let generated projects be productionized automatically.; Shift to platformized developer tooling -- organizations prefer integrated toolchains (dev -> deploy -> observability) that reduce cognitive load and operational overhead.; No-code/low-code normalization -- business stakeholders expect faster delivery; developers want programmable, auditable outputs rather than black-box visual tooling..