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fix(prompts): share one request between concurrent fetches of the same prompt - #1059

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jurajmajerik merged 6 commits into
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prompts-single-flight
Oct 15, 2026
Merged

jurajmajerik merged 6 commits into
mainfrom
prompts-single-flight

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@jurajmajerik

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💡 Motivation and Context

An app with many threads, such as a worker with 50 activity slots, sends one request per thread when a prompt is not in the cache or its TTL has expired. That burst repeats every TTL and is enough to hit the per-minute prompt fetch limit.

Now one thread makes the request and the others wait for its result. With capture_errors=True, a shared failure is reported once instead of once per thread.

Same change as PostHog/posthog-js#5266 for the JS client. Part of #106807 in PostHog/posthog.

💚 How did you test it?

Two new tests in test_prompts.py: ten threads on a cold cache make one request, and ten threads on a failing fetch make one request and one capture_exception call. Both fail on the old code with 11 and 10 requests.

📝 Checklist

  • I reviewed the submitted code.
  • I added tests to verify the changes.
  • I updated the docs if needed.
  • No breaking change or entry added to the changelog.

If releasing new changes

  • Ran sampo add to generate a changeset file

@jurajmajerik
jurajmajerik requested a review from a team as a code owner October 14, 2026 08:06

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PostHog Review · Standard · reviewed 4ad9304: 3 Should fix.

Comment thread posthog/ai/prompts.py
Comment on lines +679 to +682
finally:
with self._in_flight_lock:
self._in_flight.pop(cache_key, None)
pending.done.set()

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P2 · Publish cache state before removing the in-flight entry

When a leader finishes fetching but has not yet updated _cache in _get_internal, _fetch_prompt_once removes its in-flight entry. Another concurrent caller sees both a cache miss and no pending fetch, so it starts a duplicate request. This leaves a gap in the new request sharing on cold caches and expiry; publish the cache or cooldown state before removing the entry.

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fixed in 327fa79

Comment thread posthog/ai/prompts.py Outdated
Comment on lines +674 to +677
if isinstance(error, Exception):
self._maybe_capture_error(
error, name=name, version=version, label=label
)

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P2 · Release waiters before invoking error-tracking callbacks

With capture_errors=True, a capture_exception callback such as before_send that calls get() for the same prompt enters pending.done.wait() on the leader's own unfinished fetch. The leader cannot reach finally, so the callback and all waiting callers hang indefinitely, even with a fallback. Complete the shared failure before invoking error-tracking callbacks.

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fixed in 327fa79

Comment thread posthog/ai/prompts.py
Comment on lines +662 to +663
if not is_leader:
pending.done.wait()

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P2 · Reset prompt flight state after a fork

When a process forks while another thread fetches a prompt, the child inherits _in_flight but loses the leader thread. Its next get() for that key blocks forever in pending.done.wait(), even with a fallback; the client's existing fork hook does not reset this state. Replace the lock and clear inherited flights in the child before accepting requests.

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fixed in 327fa79

@github-actions

github-actions Bot commented Oct 14, 2026 •

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posthog-python Compliance Report

Date: 2026-10-15T07:25:50.360414+00:00
Duration: 259075ms

✅ All Tests Passed!

121/121 tests passed


Capture_V1 Tests

✅ 95/95 tests passed

View Details
Test Status Duration
Endpoint And Method.Targets V1 Endpoint ✅ 513ms
Endpoint And Method.Does Not Use Legacy Endpoints ✅ 507ms
Required Headers.Has Authorization Bearer Header ✅ 507ms
Required Headers.Has Content Type Json ✅ 508ms
Required Headers.Has Posthog Sdk Info Format ✅ 507ms
Required Headers.Has Posthog Attempt Header ✅ 506ms
Required Headers.Has Posthog Request Id ✅ 506ms
Required Headers.Has Posthog Request Timestamp ✅ 508ms
Required Headers.Has User Agent ✅ 507ms
Body Format.Body Has Created At And Batch ✅ 507ms
Body Format.No Api Key In Body ✅ 506ms
Body Format.No Sent At In Body ✅ 507ms
Event Format.Event Has Required Root Fields ✅ 506ms
Event Format.Event Uuid Is Valid ✅ 507ms
Event Format.Event Timestamp Is Rfc3339 ✅ 507ms
Event Format.Non Utc Event Timestamp Is Converted To Utc ✅ 511ms
Event Format.Distinct Id Is String ✅ 506ms
Event Format.Distinct Id At Root Not Properties ✅ 506ms
Event Format.Custom Properties Preserved ✅ 506ms
Event Format.Set Properties Preserved ✅ 506ms
Event Format.Set Once Properties Preserved ✅ 506ms
Event Format.Groups Properties Preserved ✅ 506ms
Event Format.Sdk Generates Uuid If Not Provided ✅ 507ms
Event Format.Event Has Required Root Fields Batch ✅ 509ms
Event Format.Event Uuid Is Valid Batch ✅ 508ms
Event Format.Event Timestamp Is Rfc3339 Batch ✅ 508ms
Event Format.Distinct Id Is String Batch ✅ 508ms
Event Format.Distinct Id At Root Not Properties Batch ✅ 508ms
Event Format.Custom Properties Preserved Batch ✅ 508ms
Event Format.Set Properties Preserved Batch ✅ 509ms
Event Format.Set Once Properties Preserved Batch ✅ 508ms
Event Format.Groups Properties Preserved Batch ✅ 508ms
Event Format.Sdk Generates Uuid If Not Provided Batch ✅ 508ms
Batch Behavior.Multiple Events In Single Batch ✅ 511ms
Batch Behavior.Batch Envelope Smoke ✅ 510ms
Batch Behavior.Flush With No Events Sends Nothing ✅ 504ms
Batch Behavior.Flush At Triggers Batch ✅ 1007ms
Batch Behavior.Created At Reflects Batch Creation Time ✅ 507ms
Deduplication.Generates Unique Uuids ✅ 511ms
Deduplication.Different Events Same Content Different Uuids ✅ 508ms
Deduplication.Preserves Uuid On Retry ✅ 6511ms
Deduplication.Preserves Timestamp On Retry ✅ 6515ms
Deduplication.Preserves Uuid And Timestamp On Batch Retry ✅ 6518ms
Deduplication.No Duplicate Events In Batch ✅ 514ms
Header Behavior On Retry.Attempt Header Starts At One ✅ 508ms
Header Behavior On Retry.Attempt Header Increments On Retry ✅ 13515ms
Header Behavior On Retry.Request Id Preserved On Retry ✅ 6517ms
Header Behavior On Retry.Different Requests Have Different Request Ids ✅ 3016ms
Header Behavior On Retry.Request Timestamp Changes On Retry ✅ 6518ms
Response Format Validation.Success Response Has Uuid Keyed Results ✅ 508ms
Response Format Validation.Success Response Has Ok For Each Event ✅ 510ms
Response Format Validation.Success No Retry After When All Ok ✅ 509ms
Response Format Validation.Success Retry After Present When Retry Events ✅ 1512ms
Response Format Validation.Success No Retry After When Drop Only ✅ 509ms
Response Format Validation.Response Echoes Request Id ✅ 508ms
Retry Behavior.Retries On 408 ✅ 6516ms
Retry Behavior.Retries On 500 ✅ 6517ms
Retry Behavior.Retries On 503 ✅ 8518ms
Retry Behavior.Retries On 504 ✅ 6517ms
Retry Behavior.Retryable Errors Have Retry After ✅ 3513ms
Retry Behavior.Respects Retry After On Retryable Error ✅ 11519ms
Retry Behavior.Does Not Retry On 400 ✅ 2510ms
Retry Behavior.Does Not Retry On 401 ✅ 2507ms
Retry Behavior.Does Not Retry On 402 ✅ 2508ms
Retry Behavior.Does Not Retry On 413 ✅ 2508ms
Retry Behavior.Does Not Retry On 415 ✅ 2507ms
Retry Behavior.Non Retryable Errors Have No Retry After ✅ 2508ms
Retry Behavior.Implements Backoff ✅ 22527ms
Retry Behavior.Max Retries Respected ✅ 22532ms
Partial Batch Handling.Handles 200 Full Success ✅ 2510ms
Partial Batch Handling.Handles 200 With All Ok ✅ 3513ms
Partial Batch Handling.Does Not Retry Dropped Events ✅ 3513ms
Partial Batch Handling.Does Not Retry Limited Events ✅ 3511ms
Partial Batch Handling.Prunes Ok Events On Partial Retry ✅ 6515ms
Partial Batch Handling.Prunes Dropped Events On Partial Retry ✅ 6516ms
Partial Batch Handling.Retries Only Retry Events From Partial ✅ 6517ms
Partial Batch Handling.Partial Retry Preserves Uuids ✅ 6516ms
Partial Batch Handling.Partial Retry Attempt Header Increments ✅ 6517ms
Partial Batch Handling.Partial Retry Request Id Preserved ✅ 6511ms
Partial Batch Handling.Respects Retry After On Partial ✅ 8515ms
Partial Batch Handling.Unknown Result Treated As Terminal ✅ 3513ms
Partial Batch Handling.Mixed Ok Drop Limited No Retry ✅ 3514ms
Compression.Sends Gzip Content Encoding ✅ 507ms
Compression.No Content Encoding When Disabled ✅ 509ms
Compression.Compressed Body Is Decompressible ✅ 507ms
Error Handling.Does Not Retry On Unknown 4Xx ✅ 2507ms
Event Options.Cookieless Mode Override ✅ 506ms
Event Options.Disable Skew Correction Override ✅ 505ms
Event Options.Process Person Profile Override ✅ 506ms
Event Options.Product Tour Id Override ✅ 506ms
Event Options.Unset Options Omitted ✅ 505ms
Event Options.Options Override In Batch ✅ 508ms
Geoip And Historical Migration.Geoip Disable Injected Into Properties ✅ 506ms
Geoip And Historical Migration.Historical Migration Set In Body ✅ 506ms
Geoip And Historical Migration.Historical Migration Absent By Default ✅ 506ms

Capture_Ai Tests

✅ 5/5 tests passed

View Details
Test Status Duration
Routing.Capture Ai Posts To Ai Endpoint ✅ 505ms
Routing.Capture Does Not Reroute Ai Named Events ✅ 506ms
Identity.Capture Ai Event Has Uuid ✅ 505ms
Identity.Capture Ai Keeps Supplied Uuid ✅ 506ms
Timestamp Format.Non Utc Event Timestamp Is Converted To Utc ✅ 506ms

Feature_Flags Tests

✅ 17/17 tests passed

View Details
Test Status Duration
Request Payload.Request With Person Properties Device Id ✅ 6ms
Request Payload.Flags Request Uses V2 Query Param ✅ 6ms
Request Payload.Flags Request Hits Flags Path Not Decide ✅ 6ms
Request Payload.Flags Request Omits Authorization Header ✅ 6ms
Request Payload.Token In Flags Body Matches Init ✅ 6ms
Request Payload.Groups Round Trip ✅ 5ms
Request Payload.Groups Default To Empty Object ✅ 6ms
Request Payload.Disable Geoip False Propagates As Geoip Disable False ✅ 6ms
Request Payload.Disable Geoip Omitted Defaults To False ✅ 6ms
Request Payload.Flag Keys To Evaluate Contains Only Requested Key ✅ 6ms
Request Lifecycle.No Flags Request On Init Alone ✅ 2ms
Request Lifecycle.No Flags Request On Normal Capture ✅ 506ms
Request Lifecycle.Two Flag Calls Produce Two Remote Requests ✅ 9ms
Request Lifecycle.Mock Response Value Is Returned To Caller ✅ 6ms
Retry Behavior.Retries Flags On 502 ✅ 307ms
Retry Behavior.Retries Flags On 504 ✅ 308ms
Side Effect Events.Get Feature Flag Captures Feature Flag Called Event ✅ 507ms

Feature_Flags_Local_Evaluation Tests

✅ 4/4 tests passed

View Details
Test Status Duration
Versioned Boolean Matching.Matching Version Missing ✅ 44ms
Versioned Boolean Matching.Matching Version 1 ✅ 44ms
Versioned Boolean Matching.Matching Version 2 ✅ 44ms
Versioned Boolean Matching.Version Only Reload 1 2 1 2 Missing ✅ 22ms

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PostHog Review · Standard · reviewed 327fa79: 3 Should fix.

Comment thread posthog/ai/prompts.py
raise
finally:
with self._in_flight_lock:
self._in_flight.pop(cache_key, None)

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P2 · Preserve the replacement flight when a timed-out leader finishes

When a fetch exceeds the 30-second waiter timeout, another caller replaces its flight and starts fetching. If the original leader then finishes, this unconditional pop() removes the replacement's entry while its request is still running. Subsequent expired-cache or zero-TTL reads start additional requests; remove the entry only when it still refers to pending.

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fixed in 246c2c0

Comment thread posthog/test/ai/test_prompts.py Outdated
Comment on lines +488 to +492
if nested_results:
return
nested_results.append(
prompts.get("test-prompt", with_metadata=True, fallback="nested")
)

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P2 · Set the callback recursion guard before fetching the nested prompt

With the mocked fetch always failing, the nested prompts.get() invokes capture_exception again before nested_results.append() executes. The guard therefore remains false until recursion exhaustion, and unwinding appends many results, failing the assertion expecting one nested result. Set a separate guard before entering the nested fetch.

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fixed in efa529d

Comment thread posthog/ai/prompts.py Outdated
Comment on lines +294 to +298
if hasattr(os, "register_at_fork"):
weak_self = weakref.ref(self)
os.register_at_fork(
after_in_child=lambda: Prompts._reset_in_flight_after_fork(weak_self)
)

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P2 · Register one fork callback for a weak registry of prompt instances

On platforms supporting register_at_fork, every Prompts instance permanently registers a new closure. The weak reference lets the instance disappear, but Python retains the callback and its closure for the process lifetime. Applications repeatedly constructing instances accumulate memory and an ever-growing callback list executed on every fork; register one callback over a weak instance registry.

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fixed in 246c2c0

@jurajmajerik jurajmajerik changed the title fix(ai): share one request between concurrent fetches of the same prompt fix(prompts): share one request between concurrent fetches of the same prompt Oct 14, 2026

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PostHog Review · Standard · reviewed 246c2c0: 2 Should fix.

Comment thread posthog/ai/prompts.py
Comment on lines +656 to +661
with self._in_flight_lock:
pending = self._in_flight.get(cache_key)
is_leader = pending is None
if pending is None:
pending = _InFlightFetch()
self._in_flight[cache_key] = pending

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P2 · Recheck cache freshness before electing a new fetch leader

When a caller passes _get_internal's cache check and pauses before acquiring this lock, another caller can fetch, populate the cache, and remove its flight. The paused caller then creates a new flight and sends a duplicate request despite the fresh cache. Publishing the cache first leaves this race open; recheck freshness under the election lock while preserving zero-TTL behavior.

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fixed in 7863971

Comment thread posthog/ai/prompts.py Outdated
Comment on lines +664 to +668
if not pending.done.wait(_IN_FLIGHT_WAIT_SECONDS):
with self._in_flight_lock:
if self._in_flight.get(cache_key) is pending:
del self._in_flight[cache_key]
return self._fetch_prompt_once(name, version, label)

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P2 · Avoid replacing live fetches after the fixed waiter timeout

When the server returns 429 with Retry-After: 60, _get_session()'s urllib3 retries sleep beyond the 30-second waiter limit. Waiters delete the live flight and launch another request every 30 seconds, amplifying traffic while the server asks the client to back off. The transport has no 30-second total deadline; align replacement with an actual bounded fetch lifetime.

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fixed in 7863971

@jurajmajerik

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Simplified after the review rounds: the timed wait and replacement-fetch logic are gone, waiters just wait for the leader, a single fork hook resets inherited state in a child, and the cache freshness check also runs under the election lock so no caller starts a second request for a prompt that was just fetched.

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The code looks good; no qualifying findings. Verdict: correct.

@jurajmajerik
jurajmajerik merged commit 10d094e into main Oct 15, 2026
40 of 43 checks passed
@jurajmajerik
jurajmajerik deleted the prompts-single-flight branch October 15, 2026 15:11
eli-r-ph added a commit that referenced this pull request Oct 23, 2026
* feat(metrics): attach trace exemplars to flushed metric series (#1057)

(cherry picked from commit 3cc2d64)

* chore: Release v7.69.0 [skip ci]

(cherry picked from commit 653ff87)

* Update generated references

(cherry picked from commit 6f65898)

* feat(ai): add per-request context to span processor (#1060)

* feat: span processor request context

* fix: span processor review feedback

* fix: span processor review follow-ups

(cherry picked from commit 6916499)

* chore: Release v7.70.0 [skip ci]

(cherry picked from commit a615eed)

* Update generated references

(cherry picked from commit a49648e)

* fix(prompts): share one request between concurrent fetches of the same prompt (#1059)

(cherry picked from commit 10d094e)

* chore: Release v7.70.1 [skip ci]

(cherry picked from commit ec71a24)

* Update generated references

(cherry picked from commit fc3c434)

* fix(ai): mark cancelled async LLM calls as errors (#1065)

* fix(ai): mark cancelled async LLM calls as errors

* test: fix Python 3.10 cancellation and FastMCP compatibility

(cherry picked from commit fec41f2)

* chore: Release v7.70.2 [skip ci]

(cherry picked from commit e381808)

* Update generated references

(cherry picked from commit f33d55d)

* chore(deps): bump the ai-providers group with 8 updates (#1054)

Bumps the ai-providers group with 8 updates:

| Package | From | To |
| --- | --- | --- |
| [langchain](https://github.com/langchain-ai/langchain) | `1.4.2` | `1.4.3` |
| [anthropic](https://github.com/anthropics/anthropic-sdk-python) | `1.8.0` | `1.11.0` |
| [langgraph](https://github.com/langchain-ai/langgraph) | `1.2.12` | `1.2.13` |
| [langchain-core](https://github.com/langchain-ai/langchain) | `1.6.5` | `1.6.6` |
| [langchain-openai](https://github.com/langchain-ai/langchain) | `1.6.6` | `1.6.7` |
| [langchain-anthropic](https://github.com/langchain-ai/langchain) | `1.7.4` | `1.7.5` |
| [google-genai](https://github.com/googleapis/python-genai) | `2.25.0` | `2.28.0` |
| [langchain-text-splitters](https://github.com/langchain-ai/langchain) | `1.1.2` | `1.1.3` |

Updates `langchain` from 1.4.2 to 1.4.3
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](langchain-ai/langchain@langchain==1.4.2...langchain==1.4.3)

Updates `anthropic` from 1.8.0 to 1.11.0
- [Release notes](https://github.com/anthropics/anthropic-sdk-python/releases)
- [Changelog](https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md)
- [Commits](anthropics/anthropic-sdk-python@v1.8.0...v1.11.0)

Updates `langgraph` from 1.2.12 to 1.2.13
- [Release notes](https://github.com/langchain-ai/langgraph/releases)
- [Commits](langchain-ai/langgraph@1.2.12...1.2.13)

Updates `langchain-core` from 1.6.5 to 1.6.6
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](langchain-ai/langchain@langchain-core==1.6.5...langchain-core==1.6.6)

Updates `langchain-openai` from 1.6.6 to 1.6.7
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](langchain-ai/langchain@langchain-openai==1.6.6...langchain-openai==1.6.7)

Updates `langchain-anthropic` from 1.7.4 to 1.7.5
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](langchain-ai/langchain@langchain-anthropic==1.7.4...langchain-anthropic==1.7.5)

Updates `google-genai` from 2.25.0 to 2.28.0
- [Release notes](https://github.com/googleapis/python-genai/releases)
- [Changelog](https://github.com/googleapis/python-genai/blob/main/CHANGELOG.md)
- [Commits](googleapis/python-genai@v2.25.0...v2.28.0)

Updates `langchain-text-splitters` from 1.1.2 to 1.1.3
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](langchain-ai/langchain@langchain-text-splitters==1.1.2...langchain-text-splitters==1.1.3)

---
updated-dependencies:
- dependency-name: langchain
  dependency-version: 1.4.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-providers
- dependency-name: anthropic
  dependency-version: 1.11.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ai-providers
- dependency-name: langgraph
  dependency-version: 1.2.13
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-providers
- dependency-name: langchain-core
  dependency-version: 1.6.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-providers
- dependency-name: langchain-openai
  dependency-version: 1.6.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-providers
- dependency-name: langchain-anthropic
  dependency-version: 1.7.5
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-providers
- dependency-name: google-genai
  dependency-version: 2.28.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ai-providers
- dependency-name: langchain-text-splitters
  dependency-version: 1.1.3
  dependency-type: indirect
  update-type: version-update:semver-patch
  dependency-group: ai-providers
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Dustin Byrne <[email protected]>
(cherry picked from commit f95e1f4)

* chore(deps): bump the github-actions group with 2 updates (#1055)

Bumps the github-actions group with 2 updates: [dtolnay/rust-toolchain](https://github.com/dtolnay/rust-toolchain) and [PostHog/posthog-sdk-test-harness/.github/workflows/test-sdk-action.yml](https://github.com/posthog/posthog-sdk-test-harness).

Updates `dtolnay/rust-toolchain` from 7e38f4b43b4db5c8dd498af069a4f6196df1d067 to e2a55d2ffb04f378e9626c28d38b36d230d1e12f
- [Release notes](https://github.com/dtolnay/rust-toolchain/releases)
- [Commits](dtolnay/rust-toolchain@7e38f4b...e2a55d2)

Updates `PostHog/posthog-sdk-test-harness/.github/workflows/test-sdk-action.yml` from 1.11.0 to 1.13.1
- [Release notes](https://github.com/posthog/posthog-sdk-test-harness/releases)
- [Changelog](https://github.com/PostHog/posthog-sdk-test-harness/blob/main/CHANGELOG.md)
- [Commits](PostHog/posthog-sdk-test-harness@4593de8...e32f08b)

---
updated-dependencies:
- dependency-name: dtolnay/rust-toolchain
  dependency-version: e2a55d2ffb04f378e9626c28d38b36d230d1e12f
  dependency-type: direct:production
  dependency-group: github-actions
- dependency-name: PostHog/posthog-sdk-test-harness/.github/workflows/test-sdk-action.yml
  dependency-version: 1.13.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: github-actions
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Dustin Byrne <[email protected]>
(cherry picked from commit 9b7e632)

* chore(deps): bump mcp from 1.28.1 to 1.30.0 (#1068)

Bumps [mcp](https://github.com/modelcontextprotocol/python-sdk) from 1.28.1 to 1.30.0.
- [Release notes](https://github.com/modelcontextprotocol/python-sdk/releases)
- [Changelog](https://github.com/modelcontextprotocol/python-sdk/blob/main/RELEASE.md)
- [Commits](modelcontextprotocol/python-sdk@v1.28.1...v1.30.0)

---
updated-dependencies:
- dependency-name: mcp
  dependency-version: 1.30.0
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit 12e88a2)

* docs: clarify reusable flush and terminal shutdown guidance (#1043)

* docs: clarify reusable flush and terminal shutdown guidance

* docs: preserve published 7.67.0 reference snapshot

(cherry picked from commit d0b6f71)

* chore: Release v7.71.0 [skip ci]

(cherry picked from commit 20a574e)

* Update generated references

(cherry picked from commit 883eaca)

* chore(deps): bump the uv group across 4 directories with 2 updates (#1069)

Bumps the uv group with 1 update in the /examples/example-ai-llamaindex directory: [tinytag](https://github.com/tinytag/tinytag).
Bumps the uv group with 1 update in the /examples/example-ai-openai-agents directory: [mcp](https://github.com/modelcontextprotocol/python-sdk).
Bumps the uv group with 1 update in the /examples/example-ai-pydantic-ai directory: [mcp](https://github.com/modelcontextprotocol/python-sdk).
Bumps the uv group with 1 update in the /examples/example-ai-semantic-kernel directory: [mcp](https://github.com/modelcontextprotocol/python-sdk).

Updates `tinytag` from 2.2.1 to 2.3.0
- [Release notes](https://github.com/tinytag/tinytag/releases)
- [Commits](tinytag/tinytag@2.2.1...2.3.0)

Updates `mcp` from 1.28.1 to 1.30.0
- [Release notes](https://github.com/modelcontextprotocol/python-sdk/releases)
- [Changelog](https://github.com/modelcontextprotocol/python-sdk/blob/main/RELEASE.md)
- [Commits](modelcontextprotocol/python-sdk@v1.28.1...v1.30.0)

Updates `mcp` from 1.29.1 to 1.30.0
- [Release notes](https://github.com/modelcontextprotocol/python-sdk/releases)
- [Changelog](https://github.com/modelcontextprotocol/python-sdk/blob/main/RELEASE.md)
- [Commits](modelcontextprotocol/python-sdk@v1.28.1...v1.30.0)

Updates `mcp` from 2.1.1 to 2.2.0
- [Release notes](https://github.com/modelcontextprotocol/python-sdk/releases)
- [Changelog](https://github.com/modelcontextprotocol/python-sdk/blob/main/RELEASE.md)
- [Commits](modelcontextprotocol/python-sdk@v1.28.1...v1.30.0)

---
updated-dependencies:
- dependency-name: tinytag
  dependency-version: 2.3.0
  dependency-type: indirect
  dependency-group: uv
- dependency-name: mcp
  dependency-version: 1.30.0
  dependency-type: indirect
  dependency-group: uv
- dependency-name: mcp
  dependency-version: 1.30.0
  dependency-type: indirect
  dependency-group: uv
- dependency-name: mcp
  dependency-version: 2.2.0
  dependency-type: indirect
  dependency-group: uv
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit b1363dc)

* chore(deps-dev): bump claude-agent-sdk from 0.1.50 to 0.2.121 (#1073)

Bumps [claude-agent-sdk](https://github.com/anthropics/claude-agent-sdk-python) from 0.1.50 to 0.2.121.
- [Release notes](https://github.com/anthropics/claude-agent-sdk-python/releases)
- [Changelog](https://github.com/anthropics/claude-agent-sdk-python/blob/main/CHANGELOG.md)
- [Commits](anthropics/claude-agent-sdk-python@v0.1.50...v0.2.121)

---
updated-dependencies:
- dependency-name: claude-agent-sdk
  dependency-version: 0.2.121
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit a89acf8)

* feat(mcp): stop sending standalone $identify events (#1067)

* feat(mcp): stop sending standalone $identify events

The identify callback still sets distinct_id, $set and $groups on every
event. The standalone event carried no $anon_distinct_id, so ingestion
merged no person, and stateless servers sent one per tool call.

Co-Authored-By: Claude Opus 5.5 <[email protected]>

* chore(mcp): assert no $identify over the wire and refresh docs

Co-Authored-By: Claude Opus 5.5 <[email protected]>

---------

Co-authored-by: Claude Opus 5.5 <[email protected]>
(cherry picked from commit facd617)

* chore: Release v7.72.0 [skip ci]

(cherry picked from commit 876b955)

* Update generated references

(cherry picked from commit b8327de)

* chore(deps): bump the github-actions group with 6 updates (#1083)

Bumps the github-actions group with 6 updates:

| Package | From | To |
| --- | --- | --- |
| [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) | `10.2.0` | `10.3.0` |
| [github/codeql-action/init](https://github.com/github/codeql-action) | `4.38.2` | `4.38.3` |
| [github/codeql-action/analyze](https://github.com/github/codeql-action) | `4.38.2` | `4.38.3` |
| [actions/create-github-app-token](https://github.com/actions/create-github-app-token) | `3.2.0` | `3.3.0` |
| [dtolnay/rust-toolchain](https://github.com/dtolnay/rust-toolchain) | `e2a55d2ffb04f378e9626c28d38b36d230d1e12f` | `683b588c487a69d01f6c6ddf40f036ff682cc2c8` |
| [PostHog/posthog-sdk-test-harness/.github/workflows/test-sdk-action.yml](https://github.com/posthog/posthog-sdk-test-harness) | `1.13.1` | `1.15.0` |

Updates `astral-sh/setup-uv` from 10.2.0 to 10.3.0
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](astral-sh/setup-uv@c18668a...1c37ad0)

Updates `github/codeql-action/init` from 4.38.2 to 4.38.3
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](github/codeql-action@2892aa5...24c5418)

Updates `github/codeql-action/analyze` from 4.38.2 to 4.38.3
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](github/codeql-action@2892aa5...24c5418)

Updates `actions/create-github-app-token` from 3.2.0 to 3.3.0
- [Release notes](https://github.com/actions/create-github-app-token/releases)
- [Changelog](https://github.com/actions/create-github-app-token/blob/main/CHANGELOG.md)
- [Commits](actions/create-github-app-token@bcd2ba4...64ab729)

Updates `dtolnay/rust-toolchain` from e2a55d2ffb04f378e9626c28d38b36d230d1e12f to 683b588c487a69d01f6c6ddf40f036ff682cc2c8
- [Release notes](https://github.com/dtolnay/rust-toolchain/releases)
- [Commits](dtolnay/rust-toolchain@e2a55d2...683b588)

Updates `PostHog/posthog-sdk-test-harness/.github/workflows/test-sdk-action.yml` from 1.13.1 to 1.15.0
- [Release notes](https://github.com/posthog/posthog-sdk-test-harness/releases)
- [Changelog](https://github.com/PostHog/posthog-sdk-test-harness/blob/main/CHANGELOG.md)
- [Commits](PostHog/posthog-sdk-test-harness@e32f08b...64ffa6a)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-version: 10.3.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: github-actions
- dependency-name: github/codeql-action/init
  dependency-version: 4.38.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
- dependency-name: github/codeql-action/analyze
  dependency-version: 4.38.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
- dependency-name: actions/create-github-app-token
  dependency-version: 3.3.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: github-actions
- dependency-name: dtolnay/rust-toolchain
  dependency-version: 683b588c487a69d01f6c6ddf40f036ff682cc2c8
  dependency-type: direct:production
  dependency-group: github-actions
- dependency-name: PostHog/posthog-sdk-test-harness/.github/workflows/test-sdk-action.yml
  dependency-version: 1.15.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: github-actions
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit 3822271)

* chore(deps): bump the ai-providers group with 6 updates (#1082)

Bumps the ai-providers group with 6 updates:

| Package | From | To |
| --- | --- | --- |
| [langchain](https://github.com/langchain-ai/langchain) | `1.4.3` | `1.4.4` |
| [anthropic](https://github.com/anthropics/anthropic-sdk-python) | `1.11.0` | `1.13.0` |
| [langgraph](https://github.com/langchain-ai/langgraph) | `1.2.13` | `1.2.14` |
| [langchain-core](https://github.com/langchain-ai/langchain) | `1.6.6` | `1.6.9` |
| [langchain-openai](https://github.com/langchain-ai/langchain) | `1.6.7` | `1.7.0` |
| [google-genai](https://github.com/googleapis/python-genai) | `2.28.0` | `2.29.0` |

Updates `langchain` from 1.4.3 to 1.4.4
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](langchain-ai/langchain@langchain==1.4.3...langchain==1.4.4)

Updates `anthropic` from 1.11.0 to 1.13.0
- [Release notes](https://github.com/anthropics/anthropic-sdk-python/releases)
- [Changelog](https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md)
- [Commits](anthropics/anthropic-sdk-python@v1.11.0...v1.13.0)

Updates `langgraph` from 1.2.13 to 1.2.14
- [Release notes](https://github.com/langchain-ai/langgraph/releases)
- [Commits](langchain-ai/langgraph@1.2.13...1.2.14)

Updates `langchain-core` from 1.6.6 to 1.6.9
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](langchain-ai/langchain@langchain-core==1.6.6...langchain-core==1.6.9)

Updates `langchain-openai` from 1.6.7 to 1.7.0
- [Release notes](https://github.com/langchain-ai/langchain/releases)
- [Commits](langchain-ai/langchain@langchain-openai==1.6.7...langchain-openai==1.7.0)

Updates `google-genai` from 2.28.0 to 2.29.0
- [Release notes](https://github.com/googleapis/python-genai/releases)
- [Changelog](https://github.com/googleapis/python-genai/blob/main/CHANGELOG.md)
- [Commits](googleapis/python-genai@v2.28.0...v2.29.0)

---
updated-dependencies:
- dependency-name: langchain
  dependency-version: 1.4.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-providers
- dependency-name: anthropic
  dependency-version: 1.13.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ai-providers
- dependency-name: langgraph
  dependency-version: 1.2.14
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-providers
- dependency-name: langchain-core
  dependency-version: 1.6.9
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ai-providers
- dependency-name: langchain-openai
  dependency-version: 1.7.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ai-providers
- dependency-name: google-genai
  dependency-version: 2.29.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ai-providers
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit 9b70476)

* feat(llma): support scorer and experiment tags (#1085)

(cherry picked from commit b086f65)

* chore: Release v7.73.0 [skip ci]

(cherry picked from commit 81931fa)

* Update generated references

(cherry picked from commit 9e62e0f)

* fix(flags): accept rediss:// URLs for flag_fallback_cache_url (#1080)

Signed-off-by: Sebastian Turner <[email protected]>
(cherry picked from commit 20dabaa)

* chore: Release v7.73.1 [skip ci]

(cherry picked from commit 223b592)

* Update generated references

(cherry picked from commit e9e0830)

* chore(deps): bump aiohttp from 3.14.3 to 3.14.4 (#1086)

---
updated-dependencies:
- dependency-name: aiohttp
  dependency-version: 3.14.4
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit 305dee3)

* chore(deps): bump the uv group across 7 directories with 1 update (#1087)

---
updated-dependencies:
- dependency-name: aiohttp
  dependency-version: 3.14.4
  dependency-type: indirect
  dependency-group: uv
- dependency-name: aiohttp
  dependency-version: 3.14.4
  dependency-type: indirect
  dependency-group: uv
- dependency-name: aiohttp
  dependency-version: 3.14.4
  dependency-type: indirect
  dependency-group: uv
- dependency-name: aiohttp
  dependency-version: 3.14.4
  dependency-type: indirect
  dependency-group: uv
- dependency-name: aiohttp
  dependency-version: 3.14.4
  dependency-type: indirect
  dependency-group: uv
- dependency-name: aiohttp
  dependency-version: 3.14.4
  dependency-type: indirect
  dependency-group: uv
- dependency-name: aiohttp
  dependency-version: 3.14.4
  dependency-type: indirect
  dependency-group: uv
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
(cherry picked from commit 1b86549)

* fix(flags): compare numeric string properties numerically (#1088)

(cherry picked from commit 63b5dcc)

* chore: Release v7.73.2 [skip ci]

(cherry picked from commit cb7580e)

* Update generated references

(cherry picked from commit 1222ac7)

* fix(ai): keep the openai.Stream API on sync OpenAI streams (#1062)

Sync chat completions and Responses streams returned a bare generator, so
`with`, `close()` and attributes such as `.response` were lost. Wrap them
with _StreamWrapper, as #804 did for Anthropic and #645 did for async.

Co-authored-by: Dustin Byrne <[email protected]>
(cherry picked from commit f70b3cc)

* fix(ai): take cumulative Anthropic stream usage from message_delta (#1074)

Anthropic's message_delta usage is cumulative. With server tools (web
search, web fetch, code execution) its input and cache counts exceed
message_start's, but the stream accumulator only recorded message_start's
input and cache counts, so streamed generations under-reported input
tokens and cache writes. Keep the larger of the two for each count.

Co-authored-by: Claude Opus 5.5 <[email protected]>
(cherry picked from commit 57d1607)

* chore: Release v7.73.3 [skip ci]

(cherry picked from commit 24c6722)

* Update generated references

(cherry picked from commit bf87352)

* feat(llma): add datasets to offline evaluations (#1090)

* feat(llma): add datasets to offline evaluations

* chore(llma): share evaluation request and response helpers

* fix(llma): address dataset sdk review feedback

(cherry picked from commit b8879a7)

* chore: Release v7.74.0 [skip ci]

(cherry picked from commit ac7fa99)

* Update generated references

(cherry picked from commit b14dd9e)

* feat(django): add request context to OpenTelemetry spans (#1070)

* feat(django): add request context to OpenTelemetry spans

Generated-By: PostHog Desktop
Task-Id: 5681be44-4986-48db-b140-1bda88f75f96

* fix(tracing): preserve span attributes and active context values

Generated-By: PostHog Desktop
Task-Id: 5681be44-4986-48db-b140-1bda88f75f96

* chore: use current tracing header settings in span checks

Generated-By: PostHog Desktop
Task-Id: 5681be44-4986-48db-b140-1bda88f75f96

* fix(tracing): respect disabled context owners

Generated-By: PostHog Desktop
Task-Id: bfd18848-e498-4352-a58a-b9ba85de4198
(cherry picked from commit 5f01fe9)

* fix: enrich Flask, ASGI, and Celery spans with context (#1075)

* fix(flask): add request context to active OpenTelemetry spans

Generated-By: PostHog Desktop
Task-Id: 5681be44-4986-48db-b140-1bda88f75f96

* fix(asgi): enrich active request spans

Generated-By: PostHog Desktop
Task-Id: 5681be44-4986-48db-b140-1bda88f75f96

* fix(celery): enrich active task spans with job context

Generated-By: PostHog Desktop
Task-Id: 5681be44-4986-48db-b140-1bda88f75f96

* chore: use current tracing header settings in framework checks

Generated-By: PostHog Desktop
Task-Id: 5681be44-4986-48db-b140-1bda88f75f96

* fix(celery): preserve caller span identity during eager tasks

Generated-By: PostHog Desktop
Task-Id: 5681be44-4986-48db-b140-1bda88f75f96

* chore(tests): use enabled clients in span tests

Generated-By: PostHog Desktop
Task-Id: bfd18848-e498-4352-a58a-b9ba85de4198
(cherry picked from commit 5ddb446)

* chore: Release v7.75.0 [skip ci]

(cherry picked from commit 908c77b)

* Update generated references

(cherry picked from commit a5b93ee)

* fix(flags): match explicit null properties with string operators (#1092)

(cherry picked from commit e9056e3)

* chore: Release v7.75.1 [skip ci]

(cherry picked from commit 361ca83)

* Update generated references

(cherry picked from commit 5e296d8)

* fix(ai): capture OpenAI chat custom tool calls instead of raising (#1098)

A custom tool call has `custom` instead of `function`, so formatting the
response raised AttributeError from the wrapped create(), after the provider
call had succeeded. Read the name and input from `custom`, matching
PostHog/posthog-js#5251.

(cherry picked from commit 4697e6f)

* chore: Release v7.75.2 [skip ci]

(cherry picked from commit e63a898)

* Update generated references

(cherry picked from commit e9710ec)

* fix(ai): record mid-stream errors on streamed OpenAI, Anthropic and Gemini events (#1094)

* fix(ai): record mid-stream errors on streamed OpenAI, Anthropic and Gemini events

capture_streaming_event hard-coded $ai_http_status=200, and the stream
generators only had a finally block. When the provider stream raised after
the first chunk (overloaded, connection reset), the event was sent as a
success with no $ai_is_error/$ai_error, unlike the non-streaming path.

Catch the exception in each sync and async generator, pass it through
StreamingEventData, and re-raise unchanged. The event now carries
$ai_is_error, $ai_error and the error's status code (0 when it has none).

Co-Authored-By: Claude Sonnet 5.5 <[email protected]>

* fix(ai): pass the stream error to StreamingEventData directly and update the API snapshot

mypy 1.16 rejected splatting {"error": error} into StreamingEventData(...)
(typeddict-item). The field accepts None and capture_streaming_event reads it
with .get(), so pass error=error. Regenerate the public API snapshot for the new
StreamingEventData.error field.

Co-Authored-By: Claude Sonnet 5.5 <[email protected]>

---------

Co-authored-by: Claude Sonnet 5.5 <[email protected]>
(cherry picked from commit dc2a2b4)

* fix(ai): keep the refusal of a non-streamed OpenAI chat completion in the captured output (#1095)

Co-authored-by: Claude Sonnet 5.5 <[email protected]>
(cherry picked from commit 42c8b7b)

* fix(ai): record an integer $ai_http_status in the LangChain callback handler (#1096)

Co-authored-by: Claude Sonnet 5.5 <[email protected]>
(cherry picked from commit a6ddc2e)

* chore: Release v7.75.3 [skip ci]

(cherry picked from commit dc01266)

* Update generated references

(cherry picked from commit 9185524)

* fix(ai): keep latest cumulative output tokens across message_deltas (#1100)

* fix(ai): keep latest cumulative output tokens across message_deltas

Server tools such as web search can emit several message_delta events in
one Anthropic stream, and each delta's usage is cumulative. The stream
accumulator added every delta's output_tokens together, so a stream with
two deltas reporting 50 then 110 cumulative tokens captured 160. Keep
the latest cumulative value, matching how the input and cache counts are
already handled and how the Anthropic SDK accumulates usage.

* style(ai): format cumulative token async regression test

---------

Co-authored-by: Manoel Aranda Neto <[email protected]>
(cherry picked from commit 34ec4f8)

* chore: Release v7.75.4 [skip ci]

(cherry picked from commit 84664b4)

* Update generated references

(cherry picked from commit e17a8be)

* fix: serialize non-finite floats as null in JSON payloads (#1081)

* fix: serialize non-finite floats as null in JSON payloads

Added a helper function to replace non-finite floats with None in JSON serialization.

* test: cover non-finite float serialization in batch payloads

* chore: refresh public API snapshot for DatetimeSerializer.encode

(cherry picked from commit 18b39e8)

* fix: annotate client timeouts as float (#1106)

`timeout` and `feature_flags_request_timeout_seconds` were typed (or
inferred) as `int`, so type checkers rejected fractional values even
though they go straight to requests/httpx, which accept floats.

Fixes #1089

Co-authored-by: Claude Opus 5.5 (1M context) <[email protected]>
(cherry picked from commit b3fcec6)

* chore: Release v7.75.5 [skip ci]

(cherry picked from commit a774223)

* Update generated references

(cherry picked from commit 8c2d8f6)

* fix(flags): retain tracking metadata in local evaluation snapshots (#1041)

(cherry picked from commit a95331f)

* chore: Release v7.75.6 [skip ci]

(cherry picked from commit a5909dc)

* Update generated references

(cherry picked from commit 4b280fc)

* chore(deps): bump uv to 0.13.4 and certifi to 2026.10.19 (#1104)

Bump uv to 0.13.4 and certifi to 2026.10.19

Eight eMudhra intermediate CA private keys were broken, so anyone
holding them can impersonate TLS servers to clients that still trust
emSign ECC Root CA - G3. uv 0.13.4 and certifi 2026.10.19 are the first
releases whose bundled CA store drops that root, and the versions pinned
here still trust it. See the Python.org notice.
https://discuss.python.org/t/information-for-python-users-regarding-emudhra-emsign-ca-certificate-security-incident/109576

Claude-Session: https://claude.ai/code/session_01T4ck1tYoQv3mzBTXH17asD

Co-authored-by: Claude <[email protected]>
(cherry picked from commit 7651b10)

* test: send NaN and Infinity as null on the v1 path, as #1081 does on main

#1081 keeps an event whose properties hold a non-finite float and writes
the value as null. The v1 before_send test expected that event to be
dropped; a capture v1 body test now pins the null on the wire, and the
migration guide says so.

Co-Authored-By: Claude Opus 5.5 <[email protected]>

---------

Signed-off-by: dependabot[bot] <[email protected]>
Signed-off-by: Sebastian Turner <[email protected]>
Co-authored-by: Daniel Visca <[email protected]>
Co-authored-by: releaser-posthog-python[bot] <262414804+releaser-posthog-python[bot]@users.noreply.github.com>
Co-authored-by: Carlos Marchal <[email protected]>
Co-authored-by: Juraj Majerik <[email protected]>
Co-authored-by: Manoel Aranda Neto <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Dustin Byrne <[email protected]>
Co-authored-by: Georgis Andonis <[email protected]>
Co-authored-by: Claude Opus 5.5 <[email protected]>
Co-authored-by: Radu Raicea <[email protected]>
Co-authored-by: Sebastian Turner <[email protected]>
Co-authored-by: mosafariuk <[email protected]>
Co-authored-by: alexcastgonz <[email protected]>
Co-authored-by: Paul D'Ambra <[email protected]>
Co-authored-by: Harsh Kashyap <[email protected]>
Co-authored-by: Manoel Aranda Neto <[email protected]>
Co-authored-by: Anna Garcia <[email protected]>
Co-authored-by: Georges-Antoine Assi <[email protected]>
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2 participants