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Title Author Size AI Cycle Time Review Merged
chore(ci): run experiments and cohorts tests on the native events table aspicer XS AI 35.8h 25.5h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

feat(data-warehouse): add a command to stage coarser repartitions danielcarletti L AI 3.5h 0.1h Oct 01, 2026

Summary

Feature

Add command to stage coarser repartitions

Adds a management command that stages coarser datetime partitions for data warehouse tables, enabling operators to efficiently roll back over‑partitioned tables without manual admin intervention.

Health Assessment

Large
Low
Low
  • • Quick review and merge with minimal iterations suggest a well‑tested change; the addition of a new command provides operational benefit with low risk.

AI Details

Usage: Authored by AI
Category: Both AI
Tools: Claude, CodeRabbit
Confidence: 0.95

Tech Stack

Languages: Python
Frameworks: Django
fix(growth): pace labeler web tool calls and stop on mass deferrals MattBro L AI 4.2h 0.1h Oct 01, 2026

Summary

Bug Fix

Fix growth labeler pacing and deferral handling

Improves AI budget utilization and reliability by pacing web tool calls, preventing unnecessary deferrals, and reducing alert noise, ensuring cost-effective enrichment runs.

Health Assessment

Large
Medium
Low
  • • Rapid 4‑hour cycle with minimal review friction; AI assistance streamlined code changes; comprehensive tests added to guard against regressions.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python
Frameworks: Django
fix(metrics): fast attribute keys when no metric is selected frankh M AI 1.7h 0.2h Oct 01, 2026

Summary

Bug Fix

Fast attribute keys when no metric selected

Optimizes metrics filter performance by querying pre-aggregated attribute keys when no metric is selected, cutting latency from seconds to ~1 second.

Health Assessment

Medium
Low
Low
  • • Rapid review and merge within 1.7 hours, minimal rework, AI-assisted code contributed to performance improvement.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python, Typescript
fix(flags): reject uncompilable regex patterns when writing rules v2 flags andehen M AI 22.8h 21.7h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

feat(signals): close telemetry gaps on the suggested scouts strip posthog L AI 2.2h 0.0h Oct 01, 2026

Summary

Feature

Close telemetry gaps for suggested scouts strip

Adds analytics events and suggestion bookkeeping to track user interaction with the scouts strip, improving adoption measurement.

Health Assessment

Large
Low
Low
  • • Fast 2.2‑hour cycle with minimal rework; AI‑assisted code generation; feature behind a flag; low risk to production.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python, Typescript
Frameworks: React
feat(autoresearch): run score now in the background inference workflow posthog XL AI 3.3h 0.0h Oct 01, 2026

Summary

Feature

Move Score Now to Background Inference Workflow

Reduces browser timeouts and duplicate runs by executing scoring asynchronously, improving reliability and user experience.

Health Assessment

X-Large
Medium
Low
  • • Fast cycle time and single review round indicate efficient process, but large code changes suggest significant impact.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python, Typescript, Yaml
fix(ci): post the depot gate check in one request rnegron S AI 3.8h 3.2h Oct 01, 2026

Summary

CI/CD

Fix CI: post depot gate check in one request

Ensures the Depot gate check posts verdict and output in a single request, preventing loss of output and improving CI status reliability.

Health Assessment

Small
Low
Low
  • • Rapid review and merge with minimal changes to CI workflow, indicating low complexity and risk.

AI Details

Usage: AI Reviewed
Category: Both AI
Tools: Claude, CodeRabbit
Confidence: 0.95

Tech Stack

Languages: Yaml
feat(navigation): show release stage in scene title, not sidebar pauldambra XL AI 20.1h 0.1h Oct 01, 2026

Summary

Health Assessment

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript, Yaml
Frameworks: React
fix(tasks): bound validation retries under memory pressure tatoalo L No 1.3h 0.3h Oct 01, 2026

Summary

Bug Fix

Fix validation retry limits under memory pressure

Improves stability of Cloud Claude agents by limiting validation retries under memory pressure, reducing unnecessary restarts and resource consumption.

Health Assessment

Large
Low
Low
  • • Quick turnaround with minimal review comments, indicating a straightforward bug fix.

AI Details

Usage: AI Reviewed
Category: Review AI
Tools: CodeRabbit
Confidence: 0.95

Tech Stack

Languages: Typescript
fix(temporal): skip log production when the logger's loop is closed tatoalo S No 0.7h 0.1h Oct 01, 2026

Summary

Bug Fix

Skip log production when logger loop closed

Prevents runtime errors in Temporal activities by guarding against closed event loops, ensuring log lines don’t cause failures.

Health Assessment

Small
Low
Low
  • • Quick fix with minimal changes and immediate approval indicates low complexity and high confidence.

AI Details

Confidence: 0.95

Tech Stack

Languages: Python
fix(ci): retry depot backend tests from a github re-run rnegron L AI 1.9h 1.4h Oct 01, 2026

Summary

Bug Fix

Retry depot backend tests on GitHub re-run

Improves developer experience by ensuring failed depot tests are retried automatically when a GitHub re-run is triggered, eliminating manual steps. This reduces friction and speeds up debugging.

Health Assessment

Medium
Low
Low
  • • Quick turnaround with minimal rework; single review and merge within 2 hours indicates high confidence and low risk.

AI Details

Usage: AI Assisted
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python, Yaml
feat(tasks): add project and personal agent instructions for cloud runs skoob13 XL AI 5.7h 0.1h Oct 01, 2026

Summary

Feature

Add project and personal agent instructions for cloud runs

Enables users and admins to store custom instructions for PostHog cloud agent runs, improving automation and personalization.

Health Assessment

Large
Medium
Low
  • • The PR was completed in under six hours with a single review, indicating efficient collaboration. The large code changes across backend and frontend suggest significant impact, but the quick review cycle and AI assistance helped mitigate potential friction.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python, Typescript
Frameworks: Django, React
feat(today): select space feed sessions with row checkboxes puemos XL AI 1.1h 0.0h Oct 01, 2026

Summary

Feature

Add row checkboxes for space feed sessions

Adds Gmail‑style checkboxes to space feed rows, enabling bulk actions like pin, archive, and file to space, improving productivity for users. The feature is behind a flag and includes comprehensive tests.

Health Assessment

X-Large
High
Low
  • • Fast cycle time and immediate approval indicate high confidence and minimal review friction. Despite the large scope, the PR was delivered with no blockers and extensive testing.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
feat(posthog-ai): show the task source in the today hover card and space feed VojtechBartos M AI 4.6h 0.5h Oct 01, 2026

Summary

Feature

Add task source display to hover card and feed

Users can now see which product created a task directly in the UI, improving context and reducing confusion.

Health Assessment

Small
Low
Low
  • • Fast cycle time and single review round indicate straightforward UI change with minimal risk.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
feat(tasks): show living documents in the artifacts tab puemos L AI 1.2h 0.0h Oct 01, 2026

Summary

Feature

Add living documents view to artifacts tab

Users can now see and preview living documents such as Slack canvases directly in the Artifacts tab, improving visibility and reducing download friction.

Health Assessment

Large
Low
Low
  • • Fast cycle time (1.2h) and single review round indicate a smooth, low‑friction process with minimal rework.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude, Claude Code
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
fix(metrics): fail characterize silently instead of toasting frankh S AI 1.2h 0.1h Oct 01, 2026

Summary

Bug Fix

Fix silent failure of metrics characterization

Prevent error toast when metrics characterization fails, improving user experience.

Health Assessment

Small
Low
Low
  • • Quick fix with minimal changes and a regression test, approved within minutes.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
fix(workflows): keep an existing dmarc record when auto-configuring email dns Silthus M AI 11.9h 3.3h Oct 01, 2026

Summary

Bug Fix

Fix duplicate DMARC record in email DNS

Prevents email domain configuration from creating duplicate DMARC records, ensuring existing policies remain effective.

Health Assessment

Medium
Low
Low
  • • Quick AI-assisted fix with minimal rework; fast review and merge cycle, low risk to production

AI Details

Usage: AI Assisted
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python
chore(experiments): migrating the activity descriptions to the product folder rodrigoi S AI 1.9h 0.8h Oct 01, 2026

Summary

Chore

Migrate activity descriptions to product folder

Reorganizes experiment activity description code to improve developer workflow and reduce merge queue delays.

Health Assessment

Small
Low
Low
  • • Quick merge with minimal review, mechanical changes, AI-assisted authoring.

AI Details

Usage: AI Assisted
Category: Both AI
Tools: Claude, Greptile
Confidence: 0.95

Tech Stack

Languages: Typescript, Python, Yaml
Frameworks: React
fix(data-modeling): stabilize overview table height sakce M AI 3.3h 0.1h Oct 01, 2026

Summary

Bug Fix

Stabilize overview table height

Prevents UI flicker during table refresh, improving user experience and reducing confusion.

Health Assessment

Small
Low
Low
  • • Quick approval with minimal changes indicates low complexity and high confidence.

AI Details

Usage: AI Assisted
Category: Code AI
Tools: ChatGPT
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
fix(data-imports): return a source response from the cloudinary source Gilbert09 S AI 1.1h 0.0h Oct 01, 2026

Summary

Bug Fix

Fix Cloudinary source response for data imports

Ensures Cloudinary syncs correctly by wrapping REST resource in SourceResponse, preventing import failures and enabling proper partitioning. This resolves AttributeError during syncs and improves reliability.

Health Assessment

Small
Low
Low
  • • Quick fix with minimal changes and immediate approval indicates low complexity and high confidence in the patch.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python
feat(experiments): theme-match the how-to-read results tooltip jurajmajerik L AI 2.1h 0.1h Oct 01, 2026

Summary

Feature

Add theme-aware tooltip for experiment results

Users now see screenshots that match the page theme, improving clarity and reducing confusion in light and dark modes.

Health Assessment

Large
Low
Low
  • • The PR was reviewed and merged within 2 hours with minimal rework, indicating a smooth process and low risk for the UI change.

AI Details

Usage: AI Assisted
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
feat(workflows): add view list, per-step edit on review, and goal results to broadcasts dmarchuk M AI 18.1h 0.1h Oct 01, 2026

Summary

Feature

Add view list, edit review, goal results to broadcasts

Users can now view recipient lists, edit steps directly from the review screen, and see goal conversion metrics on broadcasts. This improves workflow efficiency and provides clearer performance insights.

Health Assessment

Medium
Low
Low
  • • Fast review and merge, minimal rework, straightforward UI enhancements.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
fix(ingestion): compare shadow checking reads on identity only z0br0wn S AI 0.4h 0.0h Oct 01, 2026

Summary

Bug Fix

Fix ingestion shadow read comparison for identity

This change corrects shadow mode read comparison to avoid false divergence metrics, ensuring accurate parity checks. It reduces unnecessary alerts and improves data consistency monitoring.

Health Assessment

Small
Low
Low
  • • Quick review and merge with minimal changes, indicating low complexity and risk.

AI Details

Usage: AI Assisted
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
feat(today): welcome an empty space feed with suggestions like desktop puemos M AI 1.4h 0.0h Oct 01, 2026

Summary

Feature

Add empty space feed welcome with suggestions

Introduces a welcome screen for empty space feeds, offering desktop‑style suggestions that pre‑populate the composer, enhancing user onboarding and reducing friction.

Health Assessment

Medium
Low
Low
  • • Fast 1.4‑hour cycle, single commit, zero review lag, AI‑generated code, minimal scope, low risk

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
fix(sso): match invites case-insensitively for saml and jit signups a-lider S No 30.0h 0.1h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

feat(engineering-analytics): add state filter and paging to the pull-requests tool posthog L AI 22.7h 0.0h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

feat(today): make the daily briefing shorter and easier to scan VojtechBartos XS AI 1.5h 0.0h Oct 01, 2026

Summary

Feature

Make daily briefing shorter and easier to scan

Shortens the daily briefing content to improve readability and scanning speed for users.

Health Assessment

Small
Low
Low
  • • Fast review and merge with minimal changes, low risk.

AI Details

Usage: AI Assisted
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python
fix(autoresearch): select the latest prediction batch by prediction date posthog S AI 1.7h 0.0h Oct 01, 2026

Summary

Bug Fix

Fix latest prediction batch selection

Corrects the predictions view to display the full latest batch by selecting on prediction date, improving data accuracy for users.

Health Assessment

Small
Low
Low
  • • Fast turnaround with a single commit and immediate approval indicates low complexity and minimal risk.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Python, Typescript
Frameworks: React
fix(replay): instrument every interactive element for usage measurement fasyy612 XL AI 26.6h 0.0h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

docs(self-driving): document source guidance for steering signals andrewm4894 S AI 0.5h 0.1h Oct 01, 2026

Summary

Docs

Add source guidance section to self-driving docs

Adds a new section explaining how to steer sources using labels and MCP, giving users better control over automated issue handling.

Health Assessment

Small
Low
Low
  • • Fast review and merge with minimal changes; AI-assisted documentation update.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

fix(charts): stop a shorter funnel white-screening the results view darkopia M AI 3.2h 0.4h Oct 01, 2026

Summary

Bug Fix

Fix funnel chart white-screen on metric swap

Prevents blank page when funnel metrics change, improving reliability for experiment results.

Health Assessment

Small
Low
Low
  • • Quick fix with tests, minimal changes, fast review, no blockers.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude, Claude Code
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
chore(ci): avoid uv exit segfault in backend ci rnegron XS AI 0.9h 0.1h Oct 01, 2026

Summary

CI/CD

Avoid uv exit segfault in backend CI

Prevents random CI failures caused by uv thread detachment on Ubuntu 24.04, ensuring reliable CI runs.

Health Assessment

Small
Low
Low
  • • Fast turnaround with minimal changes, no user-facing impact, and a single review cycle.

AI Details

Usage: AI Assisted
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Yaml
Frameworks: Github-Actions
fix(devex): make the secret-field guard scan the whole repo webjunkie M AI 7.0h 0.6h Oct 01, 2026

Summary

Bug Fix

Fix secret-field guard to scan entire repo

Ensures secret fields are properly detected across the repository, preventing accidental exposure of sensitive data.

Health Assessment

Small
Low
Low
  • • Quick AI-assisted fix with minimal code changes, fast review turnaround, and low risk to production.

AI Details

Usage: Authored by AI
Category: Both AI
Tools: Claude, Copilot, ChatGPT, CodeRabbit
Confidence: 0.95

Tech Stack

Languages: Python
feat(tasks): show cited posthog objects live in the artifacts tab puemos XL AI 2.3h 0.6h Oct 01, 2026

Summary

Feature

Show cited PostHog objects live in artifacts

Enables users to view referenced insights, dashboards, and replays directly within task artifacts, improving visibility and reducing navigation friction.

Health Assessment

Medium
Low
Low
  • • The PR was merged within 2.3 hours with a single review cycle, indicating a smooth review process. The moderate code change size and frontend focus suggest low risk to production.

AI Details

Usage: AI Assisted
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
feat(tasks): copy a link to an artifact and play video artifacts puemos L AI 2.5h 0.7h Oct 01, 2026

Summary

Feature

Add copy link and video preview for artifacts

Users can now copy artifact URLs and view video artifacts directly in the UI, improving workflow efficiency.

Health Assessment

Large
Low
Low
  • • Rapid approval with minimal review, indicating a straightforward change.

AI Details

Usage: AI Assisted
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
fix(visual-review): fail merge-queue runs that drop live baselines webjunkie M AI 3.3h 0.1h Oct 01, 2026

Summary

Bug Fix

Fix merge-queue baseline drop failures

Ensures merge-queue runs fail when baseline entries are missing, preventing silent deletions and protecting visual review integrity.

Health Assessment

Medium
Low
Low
  • • Rapid AI-assisted review enabled a quick fix for baseline integrity, keeping visual review reliable.

AI Details

Usage: AI Reviewed
Category: Both AI
Tools: CodeRabbit, Copilot, ChatGPT, Claude
Confidence: 0.95

Tech Stack

Languages: Python, Typescript
feat(signals): nudge research and implementation agents to learn repo intent posthog M AI 44.5h 0.0h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

feat(autoresearch): sample training populations above the row cap posthog XL AI 2.9h - Oct 01, 2026

Summary

Feature

Add case-control sampling for large training populations

Enables autoresearch training on populations exceeding the row cap by sampling positives and negatives, preserving accuracy while scaling.

Health Assessment

Large
Medium
Low
  • • Fast cycle time with minimal review indicates high confidence; large scope confined to autoresearch module suggests manageable risk.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude, Claude Code
Confidence: 0.95

Tech Stack

Languages: Python, Typescript
chore(workflows): delete the finished conversion window migration command dmarchuk XL AI 22.0h 20.9h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

fix(tasks): fail cloud codex startup when the posthog mcp server is missing posthog M AI 0.6h 0.0h Oct 01, 2026

Summary

Bug Fix

Fix cloud Codex startup on missing MCP server

Ensures cloud Codex tasks fail loudly when the PostHog MCP server is unavailable, preventing silent failures and improving reliability.

Health Assessment

Small
Low
Low
  • • Rapid approval with minimal changes indicates low complexity and high confidence in the fix.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
fix(experiments): Align the refresh button timestamp with its label jurajmajerik S AI 1.8h 0.2h Oct 01, 2026

Summary

Bug Fix

Align refresh button timestamp with label

Fixes visual misalignment in experiments UI, improving readability and consistency.

Health Assessment

Small
Low
Low
  • • Quick fix with minimal changes, approved swiftly, no major risk.

AI Details

Usage: AI Assisted
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
feat(livestream): skip publishing events with no subscriber danielxnj XL AI 22.8h 0.1h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

feat(today): show the files a session produced on space feed cards puemos M AI 0.8h 0.0h Oct 01, 2026

Summary

Feature

Show session files on space feed cards

Adds UI chips to display agent‑produced files in space feed cards, improving visibility of artifacts for users.

Health Assessment

Medium
Low
Low
  • • The PR was merged within 48 minutes of opening, received a single approval with no rework, indicating a smooth review process for a small, frontend‑only change behind a feature flag.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
feat(replay): break summaries down into chapters with frames TueHaulund XL AI 24.5h 0.0h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

chore(deps): bump virtualenv from 20.36.1 to 21.7.12 dependabot S AI 13.9h 13.9h Oct 01, 2026

Summary

Chore

chore(deps): bump virtualenv from 20.36.1 to 21.7.12

Updates the virtualenv dependency to the latest version, incorporating security and bug fixes for the Python environment.

Health Assessment

Small
Low
Low
  • • Automated dependency bump with a single file change, merged quickly with minimal review effort.

AI Details

Category: Code AI

Tech Stack

chore(deps): bump django from 5.2.16 to 5.2.17 dependabot XS No 13.9h 13.9h Oct 01, 2026

Summary

Chore

Bump Django dependency to 5.2.17

Updates Django to the latest patch, addressing security fixes and bug patches.

Health Assessment

Small
Low
Medium
  • • Dependency bump merged quickly with minimal changes, indicating efficient automated process.

AI Details

Tech Stack

chore(deps): bump the uv group across 34 directories with 4 updates dependabot L No 16.4h 16.4h Oct 01, 2026

Summary

Chore

Update uv dependency across multiple directories

Bumps urllib3 and related packages to the latest secure versions, ensuring all example projects stay up‑to‑date and compatible.

Health Assessment

Small
Low
Low
  • • Quick dependency update with no review needed, minimal risk.

AI Details

Confidence: 0.95

Tech Stack

Languages: Python
feat(mcp): support conversations in custom dispatchers gesh XL No 145.3h 0.1h Oct 01, 2026

LLM analysis pending

This PR has not been analyzed yet.

feat(today): show who is working on a session and desktop's row weight puemos M AI 0.8h 0.1h Oct 01, 2026

Summary

Feature

Show session creator face and adjust row weight

Adds presence badges to the Today rail, improving visibility of active collaborators and aligning the web UI with Desktop behavior.

Health Assessment

Medium
Low
Low
  • • The PR was reviewed and merged within 0.8 hours, indicating a smooth, low‑friction process with minimal rework.

AI Details

Usage: Authored by AI
Category: Code AI
Tools: Claude
Confidence: 0.95

Tech Stack

Languages: Typescript
Frameworks: React
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