diff --git a/.openclaw/memory/srs-codebase-map.md b/.openclaw/memory/srs-codebase-map.md
index 6af41e05d..e7c6988a9 100644
--- a/.openclaw/memory/srs-codebase-map.md
+++ b/.openclaw/memory/srs-codebase-map.md
@@ -221,15 +221,15 @@ The next-generation server (`cmd/` + `internal/`) is written in Go and maintaine
 
 `internal/lb` — Load balancer abstraction and two implementations. Defines `SRSLoadBalancer` interface (Initialize, Update, Pick, HLS/WebRTC state management) and `SRSServer` struct representing a backend origin (IP, listen endpoints for RTMP/HTTP/API/SRT/RTC, heartbeat tracking). **Memory LB** — in-memory using `sync.Map`, sticky random pick per stream URL, single-proxy deployment. **Redis LB** — Redis-backed shared state with TTL-based expiration, enables multi-proxy horizontal scaling behind a network load balancer. Also includes a debug helper that creates a fake backend from env vars when `PROXY_DEFAULT_BACKEND_ENABLED=on` for development without real SRS registration.
 
-`internal/logger` — Structured logging with context IDs. Four log levels: Verbose (discarded), Debug (stdout), Warn (stderr), Error (stderr). Format: `[level][pid][cid] message`. Each connection/request gets a unique 7-char hex context ID for log correlation, stored in `context.Context`.
+`internal/logger` — Structured logging with context IDs. Four log levels: Verbose (discarded), Debug (stdout), Warn (stderr), Error (stderr). Emits JSON via `log/slog` with `pid` and `cid` attributes. Each connection/request gets a unique 7-char hex context ID for log correlation, stored in `context.Context`.
 
 `internal/env` — Environment-based configuration. All settings via env vars (or `.env` file parsed by an in-tree custom parser — no third-party dep; supports comments, `export` prefix, quoted values, escape sequences, and inline comments). Exposes an `Environment` interface (with a counterfeiter-generated fake in `envfakes/` for downstream tests) with methods for each config value. Default ports: RTMP=11935, HTTP API=11985, HTTP Stream=18080, WebRTC=18000, SRT=20080, System API=12025. Timeouts: grace=20s, force=30s. Supports Redis config and default backend config for debugging.
 
 `internal/version` — Version constants. Signature `SRSX`, version tracks the SRS project version (currently 7.0.x). Used in HTTP API responses and startup logging.
 
-`internal/errors` — Error handling with stack traces, forked from `github.com/pkg/errors`. Provides `New`, `Errorf`, `Wrap`, `Wrapf`, `WithMessage`, `WithStack`, `Cause`. Every error captures a stack trace at creation; `%+v` prints the full trace. `Cause()` walks the error chain to find the root error.
+`internal/errors` — Error handling with stack traces, thin wrapper over stdlib `errors`. Provides `New`, `Errorf`, `Wrap`, `Wrapf`, `WithMessage`, `WithStack`, `Cause`, and re-exports `Is`/`As`/`Unwrap`/`Join`. Every error captures a stack trace at creation; `%+v` prints the full trace. `Cause()` walks the error chain to find the root error.
 
-`internal/sync` — Generic sync primitives. `Map[K, V]`: type-safe generic wrapper around `sync.Map` with proper Go generics typing. Used throughout the codebase to avoid raw type assertions.
+`internal/sync` — Generic sync primitives. `Map[K, V]`: type-safe generic interface over `sync.Map`, constructed via `NewMap[K, V]()`. Used throughout the codebase to avoid raw type assertions.
 
 `internal/signal` — OS signal handling. Listens for SIGINT/SIGTERM, cancels the root context. Installs a force-quit timer (default 30s) as a safety net if graceful shutdown hangs.