pydantic/logfire

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AI observability platform for production LLM and agent systems.

Stars: 4.5k
Forks: 288
Open beginner issues: 2
Indexed issues: 129
Avg merge: 21h 22m
Merged PRs (30d): 99

Dominant language: Python
License: MIT
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue

Beginner friendly Everything

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129 open issues indexed

DiskRetryer treats a non-retryable 4xx as a successful delivery and deletes the queued export Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

pydantic/logfire#2443 · Opened Sep 19, 2026
Dataset SDK rejects organization-wide API keys and provides no project selector Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

pydantic/logfire#2434 · 1 comment · Opened Sep 17, 2026
`logfire auth` blocks on the device flow with no way to get the URL and exit Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

pydantic/logfire#2401 · 3 comments · Opened Sep 11, 2026
Agent Control: decide what an ambiguous instruction block means when a framework hands over a joined prompt Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

pydantic/logfire#2397 · 1 comment · Opened Sep 10, 2026
Define Agent Control behavior for ambiguous duplicate instruction blocks Open

pydantic/logfire#2396 · 1 assignee · Opened Sep 10, 2026
Make the Pydantic plugin entry point lazy Open

Feature Request

Difficulty 4/5 3-5 days Newbie friendliness 45/100

pydantic/logfire#2343 · Opened Sep 1, 2026
Table panels: support a link/URL column type Open

Feature Request frontend

pydantic/logfire#2334 · 2 comments · 1 assignee · Opened Aug 28, 2026
Update screenshots for dashboard documentation Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

pydantic/logfire#2319 · 3 comments · Opened Aug 24, 2026
CLI: honor `LOGFIRE_BASE_URL` env var for the base URL (consistency with the SDK) Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

pydantic/logfire#2257 · Opened Aug 14, 2026
Consider an optional google-re2 path for default scrubbing Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

pydantic/logfire#2239 · 1 comment · Opened Aug 12, 2026
Numeric backreferences in extra_patterns refer to groups from other patterns, so the pattern silently never matches Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

pydantic/logfire#2237 · Opened Aug 12, 2026
extra_patterns are matched on the application thread, so a nested-quantifier pattern stalls the caller Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

pydantic/logfire#2235 · Opened Aug 12, 2026
ScrubbingOptions: a bare string or empty-matching regex in extra_patterns silently redacts all telemetry Open

Difficulty 3/5 1-2 days Newbie friendliness 70/100

pydantic/logfire#2234 · 2 comments · Opened Aug 12, 2026
InspectArgumentsFailedWarning repeats for each pytest span when source path differs from executed pyc Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

pydantic/logfire#2223 · 1 comment · Opened Aug 10, 2026
Dashboard Values panel renders numeric values clipped above cards Open

pydantic/logfire#2198 · 1 assignee · Opened Aug 5, 2026
MCP server: dashboard tool schemas use $ref as a property name, breaking Kimi/Moonshot API clients (400 invalid schema) Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

pydantic/logfire#2191 · 1 comment · Opened Aug 5, 2026
High metric volume: system metrics are emitted per-process (per worker), not per host Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

pydantic/logfire#2185 · 2 comments · Opened Aug 4, 2026
Make alert webhook channels user-definable: custom headers + payload template Open

Feature Request

Difficulty 5/5 Over a week Newbie friendliness 35/100

pydantic/logfire#2180 · 1 comment · 1 reaction · Opened Aug 2, 2026
Decide on adopting ruff 0.16's new defaults (lint rules and Markdown formatting) Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

pydantic/logfire#2169 · Opened Jul 30, 2026
`logfire clean` deletes the credentials file but leaves the write token active Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

pydantic/logfire#2164 · Opened Jul 29, 2026
Add "session" grouping to agent traces Open

Feature Request

Difficulty 5/5 Over a week Newbie friendliness 45/100

pydantic/logfire#2108 · Opened Jul 23, 2026
Support grouping traces/costs by "use case" in addition to agent Open

Feature Request

Difficulty 5/5 Over a week Newbie friendliness 35/100

pydantic/logfire#2107 · Opened Jul 23, 2026
Document the Gateway provider lifecycle API Open

Difficulty 3/5 1-2 days Newbie friendliness 70/100

pydantic/logfire#2105 · Opened Jul 22, 2026
(UI/UX) Add ability to filter runs by tag, env, metadata, etc.. in the new Annotations UI Open

Feature Request

Difficulty 4/5 3-5 days Newbie friendliness 48/100

pydantic/logfire#2100 · Opened Jul 21, 2026
(UI/UX) Add Annotations feature to datasets Open

Feature Request

Difficulty 5/5 Over a week Newbie friendliness 35/100

pydantic/logfire#2099 · Opened Jul 21, 2026
(UI/UX Issue) Agent > Runs list doesn't paginate does not show all traces Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

pydantic/logfire#2098 · Opened Jul 21, 2026
Docs: agent-framework guides should use gen_ai-emitting instrumentation Open

pydantic/logfire#2088 · 1 assignee · Opened Jul 19, 2026
Valkey instrumentation (probably it's equal to Redis right now) Open

Feature Request OTel Issue

Difficulty 3/5 1-2 days Newbie friendliness 55/100

pydantic/logfire#2083 · 1 comment · Opened Jul 16, 2026
Trace Aggregation by Call Type & Use Case Open

Feature Request

Difficulty 5/5 Over a week Newbie friendliness 35/100

pydantic/logfire#2031 · Opened Jun 17, 2026
POST 400 Error getting k8s data Open

pydantic/logfire#2025 · 1 assignee · Opened Jun 14, 2026
Managed variables: template render-time warnings and missing-input handling Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

pydantic/logfire#1950 · Opened May 21, 2026
`ScrubbingOptions.extra_patterns`: scrub-message leaks the matched credential substring Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

pydantic/logfire#1909 · 6 comments · Opened May 6, 2026
Q: extending instrument_claude_agent_sdk() — scope review + landing strategy Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pydantic/logfire#1908 · 2 comments · Opened May 6, 2026
Per-channel filtering for Issue notifications (route by deployment_environment) Open

Difficulty 5/5 Over a week Newbie friendliness 48/100

pydantic/logfire#1867 · 3 comments · Opened Apr 17, 2026
LLM Playground Consistent Error In Logfire Dashboard Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

pydantic/logfire#1796 · 2 comments · Opened Mar 24, 2026
Introduce a skill for working with Logfire SDK and MCP Open

Feature Request

pydantic/logfire#1783 · 2 comments · 6 reactions · 1 assignee · Opened Mar 17, 2026
Have the ability to see how context windows are taken up Open

Feature Request

Difficulty 5/5 Over a week Newbie friendliness 30/100

pydantic/logfire#1748 · Opened Mar 2, 2026
Anthropic interleaved/extended thinking isn't captured properly by the default Anthropic instrumentation Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

pydantic/logfire#1737 · Opened Feb 26, 2026
Add support for openai responses ws Open

Feature Request

Difficulty 4/5 3-5 days Newbie friendliness 30/100

pydantic/logfire#1734 · Opened Feb 24, 2026
Dashboards optimization, simultaneous SQL Query timed out Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pydantic/logfire#1728 · Opened Feb 23, 2026
Add ability to reconfigure a Logfire object Open

Feature Request

Difficulty 3/5 1-2 days Newbie friendliness 62/100

pydantic/logfire#1689 · 10 comments · Opened Feb 6, 2026
Feature: Export traces for local replay / test fixtures Open

Feature Request

pydantic/logfire#1686 · 4 comments · 2 reactions · 1 assignee · Opened Feb 5, 2026
Dashboard JSON import: provide more descriptive error messages, improve docs and MCP, add examples/templates Open

pydantic/logfire#1685 · 1 assignee · Opened Feb 4, 2026
More robust system to highlight lines in documentation Open

documentation

Difficulty 5/5 Over a week Newbie friendliness 35/100

pydantic/logfire#1639 · 2 comments · Opened Jan 19, 2026
unable to delete my org Open

pydantic/logfire#1638 · 1 comment · 1 assignee · Opened Jan 19, 2026
Show whether a span has attributes in the UI Open

Feature Request

pydantic/logfire#1617 · 1 assignee · Opened Jan 9, 2026
Exception spans not creating Issues in Issues (Beta) Open

documentation

pydantic/logfire#1616 · 3 comments · 1 assignee · Opened Jan 9, 2026
Support pagination in logfire query client Open

Feature Request

Difficulty 4/5 3-5 days Newbie friendliness 35/100

pydantic/logfire#1608 · 1 comment · Opened Jan 7, 2026
Migrate OpenAI and Anthropic instrumentations to new OpenTelemetry semantic conventions Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

pydantic/logfire#1586 · 4 reactions · Opened Dec 19, 2025
Manual context propagation doesn't show total time in expanded trace Open

pydantic/logfire#1577 · 1 assignee · Opened Dec 16, 2025

pydantic/logfire

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