AGENTS.md@src/server agentsA
AGENTS.md@src/server is agent-read markdown (agents) from ginlix-ai/langalpha.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20260726.eecdeb3mdr add ginlix-ai/langalpha/src/server/AGENTS.md@sha256:0661a9870166c573Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_enltm4optf5qy2bj)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260726.eecdeb3 latest | 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 (9095 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 · 1,774 stars · license Apache-2.0 · pushed 2026-09-24 · 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/0661a9870166c57396d12b476ee6ea768a5eb72f0274f1d05b9637caa4cfacd9
Your agent 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.