AGENTS.md@src/serverA
AGENTS.md@src/server from ginlix-ai/langalpha is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add ginlix-ai/langalpha/src/server/AGENTS.md@git:20261103.149eccaPins git:20261103.149ecca in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- ginlix-ai/langalpha
- Path
src/server/AGENTS.md- Versions recorded
- 21
- Latest version
- git:20261103.149ecca, committed Nov 3, 2026
- First version recorded
- Jul 22, 2026
- Size
- 18,436 bytes
- Repository stars
- 2,249
- License
- Apache-2.0
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# langalpha server FastAPI server for langalpha — REST + SSE APIs for PTC-agent workflow execution, conversation/thread management, and workspaces. Endpoints live under `/api/v1/threads/*` and `/api/v1/workspaces/*` (discover the current set from the routers in `app/`). > Single source of truth for AI coding agents in `src/server/`. `CLAUDE.md` imports this via `@AGENTS.md`; Codex/Cursor read it directly. Edit here, not there. ## Layering (put code in the right tier) `app/` = route definitions + request orchestration (no raw SQL — DB access goes through services) · `handlers/` = per-request logic (chat streaming, workflow control, the error funnel) · `services/` = business logic + process singletons (session/workspace managers, `persistence/` DB services) · `database/` = raw-SQL query + pool layer · `models/` = Pydantic request/response · `dependencies/` = FastAPI `Depends` gates (auth + request admission). …
Read the whole file at its exact version.
How to install
mdr add ginlix-ai/langalpha/src/server/AGENTS.md@sha256:71d57f125525ccc6The line at the top of this page pins the label git:20261103.149ecca, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_enltm4optf5qy2bj)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 21 versions of this file, between Jul 22, 2026 and Nov 3, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.149ecca latest | 2026-11-03 | 149ecca | 18,436 B | A | view · diff |
| git:20261102.8121c63 | 2026-11-02 | 8121c63 | 17,535 B | A | view · diff |
| git:20261025.067b5df | 2026-10-25 | 067b5df | 15,045 B | A | view · diff |
| git:20261021.b515399 | 2026-10-21 | b515399 | 13,133 B | A | view · diff |
| git:20261018.e6dd55d | 2026-10-18 | e6dd55d | 12,505 B | A | view · diff |
| git:20261017.37bcd76 | 2026-10-17 | 37bcd76 | 11,641 B | A | view · diff |
| git:20261017.0a1701a | 2026-10-17 | 0a1701a | 11,639 B | A | view · diff |
| git:20261014.fa5e2dc | 2026-10-14 | fa5e2dc | 11,579 B | A | view · diff |
| git:20261014.1401a4b | 2026-10-14 | 1401a4b | 11,782 B | A | view · diff |
| git:20261013.dc8956f | 2026-10-13 | dc8956f | 11,636 B | A | view · diff |
| git:20261010.e7f80f9 | 2026-10-10 | e7f80f9 | 11,601 B | A | view · diff |
| git:20261009.d79268d | 2026-10-09 | d79268d | 11,171 B | A | view · diff |
| git:20261005.4ce3c29 | 2026-10-05 | 4ce3c29 | 10,761 B | A | view · diff |
| git:20261002.aeb2334 | 2026-10-02 | aeb2334 | 10,588 B | A | view · diff |
| git:20261002.a9754ef | 2026-10-02 | a9754ef | 9,926 B | A | view · diff |
| git:20261002.d30f13f | 2026-10-02 | d30f13f | 9,689 B | A | view · diff |
| git:20260726.eecdeb3 | 2026-07-26 | eecdeb3 | 9,095 B | A | view · diff |
| git:20260723.cb36a4d | 2026-07-23 | cb36a4d | 9,094 B | A | view · diff |
| git:20260722.d10ff57 | 2026-07-22 | d10ff57 | 9,069 B | A | view · diff |
| git:20260722.4a2ccc3 | 2026-07-22 | 4a2ccc3 | 8,447 B | A | view · diff |
| git:20260722.f4f5746 | 2026-07-22 | f4f5746 | 8,126 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (18436 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ginlix-ai/langalpha · 2,249 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_enltm4optf5qy2bj GET https://markdownregistry.com/api/v1/resolve?ref=ginlix-ai/langalpha/src/server/AGENTS.md GET https://markdownregistry.com/api/v1/blob/71d57f125525ccc66e35b11b87b99ff79688f3ca62af94f3594a8675f8c09fde
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.