防止AI 幻觉，一句话搞定。LLM agents built for control. Designed for real-world use. Deployed in minutes.
Python · active 2025-03-22 → 2026-07-08 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 474 days from 2025-03-22 to 2026-07-08. Pushes: 883 total, peak 21 in a day. Pull requests: 222 total, peak 9 in a day. Issues: 148 total, peak 5 in a day. Comments: 409 total, peak 27 in a day. Stars: 8,130 total, peak 465 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| kichanyurd | 510 | 293 | 35 | 126 |
| mc-dorzo | 508 | 350 | 59 | 56 |
| MCBarKar | 141 | 99 | 15 | 14 |
| HadarYosef1 | 68 | 44 | 13 | 4 |
| iwr-redmond | 63 | 0 | 0 | 41 |
| mc-kfir | 56 | 29 | 7 | 8 |
| MenachemBrichta | 52 | 32 | 20 | 0 |
| Pro-Sifat-Hasan | 44 | 0 | 7 | 21 |
| Agam1997 | 41 | 0 | 5 | 30 |
| linear[bot] | 17 | 0 | 0 | 0 |
| kunwar-vikrant | 11 | 0 | 2 | 4 |
| Nunchakus888 | 10 | 0 | 9 | 1 |
| bedead | 9 | 0 | 1 | 7 |
| execreate | 7 | 0 | 0 | 5 |
| 0x-Professor | 7 | 0 | 0 | 5 |
| emcie-yann | 6 | 0 | 0 | 5 |
| santangelx | 6 | 0 | 5 | 1 |
| Relvox | 5 | 0 | 0 | 4 |
| CaptainJi | 5 | 0 | 0 | 4 |
| maxtheman | 5 | 0 | 0 | 3 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#532iwr-redmond2026-05-06 23:05[Enhancement] More complex example
- Issue comment#532iwr-redmond2026-05-06 02:11[Enhancement] More complex example
- Issue comment#785kichanyurd2026-04-26 19:07fix: handle bracketless list arguments from LLM
- Pull request#753santangelx2026-04-26 12:11
- Pull request#786MCBarKar2026-04-26 11:57
- Pull request#786MCBarKar2026-04-26 11:57
- Issue comment#587vasilich61072026-04-21 08:19Framework adds 9x overhead to LLM API calls
- Pull request#781flowjzh2026-04-21 05:25
- Pull request#781flowjzh2026-04-21 03:07
- Pull request#778octo-patch2026-04-19 01:33
- Issue comment#772andatavoto2026-04-12 11:55CI compliance validation for customer-facing agent interactions
- Issue comment#774mc-dorzo2026-04-10 10:53fix(api): preserve falsy values in session patch
- Issue comment#767Alex-wuhu2026-04-10 08:22feat: add Novita AI as LLM provider
- Issue#571linear[bot]2026-04-03 11:51[Enhancement] Add S3 as a persistence adapter
- Issue#762kichanyurd2026-03-25 09:10Agent identity verification for customer-facing trust
- Pull request#760vduggen2026-03-23 23:16
- Issue comment#753santangelx2026-03-15 09:02Reconnect MCP clients after stale sessions
- Issue#531linear[bot]2026-03-14 12:11[Enhancement] Error handling and logging on bad request to NLP provider
- Pull request#751santangelx2026-03-13 07:30
- Pull request#752santangelx2026-03-09 11:22
- Pull request#748santangelx2026-03-08 16:40
- Pull request#749santangelx2026-03-08 16:40
- Issue comment#745kichanyurd2026-03-07 19:16Improve session persistence hot paths
- Issue comment#670Pro-Sifat-Hasan2026-03-07 10:26Integrate Weaviate Vector Database into Parlant VectorDB Adapter
- Issue comment#674Pro-Sifat-Hasan2026-03-07 10:04Integrate PocketBase as Database for Parlant
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 8,130 stars here means stars gained during the window, not the repo's star count.