My team fully abandoned our attempts to make OpenClaw or Claw-like agents work for us.
We invested a sizable chunk of our R&D budget to setting various Claws up to help our software and QA teams. It took about a week after launch for the team to fully sour on the idea of using these systems.
The biggest feedback we collected was that any tasks they assigned to the Claw systems would turn into tangled messes often requiring significant time investment to understand, and mostly ending in the team scraping the code changes over quality concerns.
The team really struggled to find anything these Claw systems could be tasked with that wouldnt end in poor results, So we ended up scraping the idea entirely. I think it will be quite a few more years until these types of systems are appropriate for the enterprise.
The biggest feedback we collected was that any tasks they assigned to the Claw systems would turn into tangled messes often requiring significant time investment to understand, and mostly ending in the team scraping the code changes over quality concerns. The team really struggled to find anything these Claw systems could be tasked with that wouldnt end in poor results, So we ended up scraping the idea entirely. I think it will be quite a few more years until these types of systems are appropriate for the enterprise.