Create and run AI assistants on your own computer or server. Assign tasks, track progress, and let them follow up. Open source for individuals and teams.
How does a coding agent read a 3,000-line file without burning 20k tokens?
Usually, it's a painful loop: grep finds the starting line, blind sed guesses the range, and 3 turns later it finally finds the closing bracket.