Devin alternatives: why single-agent autonomy failed in 2025
Early 2025 data shows Devin failed 14 of 20 real-world tasks. Explore why spec-driven orchestration now beats single-agent autonomy for engineers.
Early 2025 data shows Devin failed 14 of 20 real-world tasks. Explore why spec-driven orchestration now beats single-agent autonomy for engineers.
Learn how a single agent analyzes job descriptions to output a JD Summary and list matching skills like LLM or Terraform in seconds.