feat(signals): Agentic report generation (repo discovery -> signals research -> actionability -> priority -> summary)#51408
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sortafreel wants to merge 111 commits intomasterfrom
Open
feat(signals): Agentic report generation (repo discovery -> signals research -> actionability -> priority -> summary)#51408sortafreel wants to merge 111 commits intomasterfrom
sortafreel wants to merge 111 commits intomasterfrom
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sortafreel
commented
Mar 21, 2026
| try: | ||
| task_run = TaskRun.objects.select_related("task__created_by").get(id=input.run_id) | ||
| except TaskRun.DoesNotExist: | ||
| error_msg = "Task run not found" |
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Twixes
approved these changes
Mar 27, 2026
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| @field_validator("explanation") | ||
| @classmethod | ||
| def explanation_must_not_be_empty(cls, v: str) -> str: | ||
| if not v.strip(): | ||
| raise ValueError("Explanation must not be empty") | ||
| return v |
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Looks like a complex way of doing min_length=1
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| membership = ( | ||
| OrganizationMembership.objects.select_related("user") | ||
| .filter(organization=team.organization) | ||
| .order_by("id") | ||
| .first() | ||
| ) |
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Well, this will be completely false, we should have a "system" user instead
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Please do test commands in a stacked PR in the future, as this really inflates the mental overhead of the PR vs. just its core functionality
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| # Small public repo to copy into the sandbox to init. Could be removed later when it's possible to create sandboxes without repos. | ||
| REPO_SELECTION_DUMMY_REPOSITORY = "PostHog/.github" |
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This is really dumb and a waste of time, but I get that that the sandbox doesn't yet allow not cloning a repo
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Problem
How to make it work
products/tasks/backend/temporal/process_task/SETUP_GUIDE.md)signals-agentic-report-generationFF enabled for the team (or makesignals_agentic_report_gate_activityreturn True when testing)Changes
ghCLI), and produces per-signal findings, and per-report actionability, priority, and a title/summaryreadyreports: when enough new signals accumulate, the workflow re-runs and reuses the previous repo selection + lightly validates previous findings instead of re-researching from scratchanalyze_report,select_repo,parse_sandbox_log) for exercising the flow against synthetic signals — intended to be reworked into evalsHow did you test this code?
Repo selection
Report generation
👉 Stay up-to-date with PostHog coding conventions for a smoother review.
Publish to changelog?
Docs update