from __future__ import annotations from pathlib import Path from agents.coder import Coder from agents.judge import Judge from agents.reviewer import Reviewer from control_plane.agents.models import AgentRole, AgentVersion from control_plane.events.bus import EventBus from control_plane.events.models import EventType from control_plane.projects.models import CommitRecord, Task, TaskAttempt, TaskStatus, Worktree from control_plane.verification.models import VerificationResult from graph.scheduler import TaskScheduler from knowledge.context_builder import WorkerContextBuilder from model_router.router import ModelRouter from tools.capabilities import Capability from tools.runtime import WorktreeTools from tools.test_runner import DeterministicTestRunner from workspace.worktrees import WorktreeManager class AutonomousTaskLoop: def __init__( self, router: ModelRouter, *, scheduler: TaskScheduler | None = None, bus: EventBus | None = None, ) -> None: self.router = router self.bus = bus or EventBus() self.scheduler = scheduler or TaskScheduler(self.bus) self.context_builder = WorkerContextBuilder() self.worktrees = WorktreeManager() self.coder = Coder(router) self.reviewer = Reviewer() self.judge = Judge() self.tests = DeterministicTestRunner() def run_once(self, *, test_command: list[str] | None = None) -> Task | None: task = self.scheduler.claim_next_ready_task() if task is None: return None self._execute_task(task, test_command or ["python", "-m", "pytest"]) return task def _execute_task(self, task: Task, test_command: list[str]) -> None: coder_version = self._champion(AgentRole.CODER) reviewer_version = self._champion(AgentRole.REVIEWER) judge_version = self._champion(AgentRole.PROJECT_JUDGE) worktree = self._get_or_create_worktree(task) tools = WorktreeTools( Path(worktree.worktree_path), { Capability.READ_REPOSITORY, Capability.WRITE_WORKTREE, Capability.RUN_TESTS, Capability.COMMIT_CHANGES, }, ) while task.retry_count <= task.max_retries: attempt = TaskAttempt.objects.create( task=task, attempt_number=task.retry_count + 1, coder=coder_version, status="RUNNING", ) context = self.context_builder.build_for_task(task, Path(worktree.worktree_path)) context["previous_attempts"] = list( task.attempts.exclude(id=attempt.id).order_by("attempt_number").values( "attempt_number", "status", "coder_result", "review_findings", "judge_findings" ) ) attempt.context_snapshot = self._scrub_context(context) attempt.save(update_fields=["context_snapshot", "updated_at"]) coder_result = self.coder.execute(context, tools, project=task.project, agent_version=coder_version) attempt.coder_result = { "status": coder_result.status, "summary": coder_result.summary, "changed_files": coder_result.changed_files, "metadata": coder_result.metadata, } attempt.save(update_fields=["coder_result", "updated_at"]) if coder_result.status != "COMPLETE": if self._retry_or_fail(task, attempt, "coder_failed", [coder_result.summary]): continue return test_run = self.tests.run(task.project, task, Path(worktree.worktree_path), test_command) if test_run.status != "PASS": self.bus.publish(EventType.TEST_FAILED, project=task.project, task=task, payload={"test_run_id": str(test_run.id)}) tools.git(["add", "-N", "."]) diff = tools.diff() review = self.reviewer.review(task, reviewer_version, diff, test_run.status) attempt.review_findings = review.findings attempt.save(update_fields=["review_findings", "updated_at"]) if review.status != "PASS": self.bus.publish( EventType.REVIEW_FAILED, project=task.project, task=task, payload={"review_id": str(review.id), "findings": review.findings}, ) if self._retry_or_fail(task, attempt, "review_failed", review.findings): continue return verification = self.judge.judge(task.project, task, judge_version, diff, test_run.status) attempt.judge_findings = verification.evidence attempt.save(update_fields=["judge_findings", "updated_at"]) if verification.result != VerificationResult.PASS: if self._retry_or_fail(task, attempt, "judge_failed", verification.evidence): continue return sha = tools.commit_all(f"Artifex task: {task.goal[:80]}") commit = CommitRecord.objects.create( project=task.project, task=task, worktree=worktree, coder=coder_version, reviewer=reviewer_version, judge=judge_version, test_run=test_run, review=review, verification=verification, sha=sha, branch_name=worktree.branch_name, message=f"Artifex task: {task.goal[:80]}", ) attempt.status = "COMPLETE" attempt.save(update_fields=["status", "updated_at"]) task.status = TaskStatus.COMPLETE task.save(update_fields=["status", "updated_at"]) self.bus.publish(EventType.COMMIT_CREATED, project=task.project, task=task, payload={"commit_id": str(commit.id), "sha": sha}) self.bus.publish(EventType.TASK_COMPLETED, project=task.project, task=task, payload={"task_id": str(task.id)}) self.worktrees.validate_clean_worktree(worktree) self.worktrees.cleanup(worktree) return def _get_or_create_worktree(self, task: Task) -> Worktree: try: return task.worktree except Worktree.DoesNotExist: if not task.project.repository_path: raise RuntimeError("Task project has no repository_path") return self.worktrees.create_for_task(task, Path(task.project.repository_path)) def _champion(self, role: AgentRole) -> AgentVersion: return AgentVersion.objects.select_related("agent").get(agent__role=role, promotion_status="CHAMPION") def _retry_or_fail(self, task: Task, attempt: TaskAttempt, reason: str, findings: object) -> bool: attempt.status = "REWORK_REQUIRED" if task.retry_count < task.max_retries else "FAILED" attempt.save(update_fields=["status", "updated_at"]) task.retry_count += 1 if task.retry_count <= task.max_retries: task.status = TaskStatus.RUNNING task.save(update_fields=["retry_count", "status", "updated_at"]) self.bus.publish(EventType.TASK_FAILED, project=task.project, task=task, payload={"reason": reason, "will_retry": True, "findings": findings}) return True task.status = TaskStatus.FAILED task.save(update_fields=["retry_count", "status", "updated_at"]) self.bus.publish(EventType.TASK_FAILED, project=task.project, task=task, payload={"reason": reason, "will_retry": False, "findings": findings}) return False def _scrub_context(self, context: dict[str, object]) -> dict[str, object]: scrubbed = dict(context) scrubbed.pop("secrets", None) return scrubbed