server-log-analyzer

name	server-log-analyzer
description	Analyze raw AI Matrx server logs to discover new module names, log patterns, and categories, then update the log-rules.ts parsing system and produce a migration report for the Python backend team. Use when examining server logs, adding new module recognition, fixing log categorization, or when new [ModuleName] patterns appear in logs that aren't being classified correctly.

Server Log Analyzer

Analyzes raw logs from the AWS CloudWatch production services and the residual Coolify stream/scraper services, and keeps the parsing system in sync. CoolifyLogViewer.tsx is a legacy component name, not a statement that the primary server still runs on Coolify.

Two files to update

File	Purpose
features/server-logs/log-rules.ts	Parser, module map, categories, colors, regexes
components/admin/server-logs/CoolifyLogViewer.tsx	CATEGORY_LABELS Record (display names)

---

Step 1 — Scan the logs

Read through the raw log sample. For each distinct [BracketToken] found, record:

[ModuleName]  →  dotted.module.path (if present)  →  pattern description

Example discovery table from production logs:

Bracket token	Module path	Pattern	Category
[ApiPrefixCompat]	aidream.api.middleware.api_prefix_compat	Rewriting '/api/...' → '/...'	compat
[AuthMiddleware]	—	Request/JWT accepted/rejected	auth
[Request]	—	METHOD /path: + JSON body	request
[Stream Emitter]	—	Status Update / Data / Completion / End + JSON	stream
[CHAT ROUTER]	aidream.api.routers.chat	conversation_id=...	ai-execution
[Google Chat]	—	executing, with debug: ...	ai-execution
[ToolRegistryV2]	matrx_ai.tools.registry	N requested tool(s) not found	ai-execution
[AI Task]	—	Cache updated / Completion	ai-execution
[DEBUG EXECUTE UNTIL COMPLETE]	matrx_ai.orchestrator.executor	Current Debug Setting: + value	ai-execution
[ConversationGate]	—	Auto-created / Ensured user_request	cx
[ConversationLabeler]	—	Labeled conversation ...	cx
[CX PERSISTENCE PERSIST COMPLETED REQUEST]	—	Saved Conversation + IDs	cx
[UNRECOGNIZED]	aidream.api.utils.field_warnings	Unknown field 'x' (path=...)	config
[uvicorn.access]	—	IP:PORT - "METHOD /path HTTP/1.1" STATUS	system/request

---

Step 2 — Identify the echo pattern

Many of our logs currently emit two lines per event:

2026-04-03 20:28:52 [WARNING] [aidream.api.middleware.api_prefix_compat] [ApiPrefixCompat] Rewriting '/api/ai/chat' → '/ai/chat' — update ...
[ApiPrefixCompat] Rewriting '/api/ai/chat' → '/ai/chat' — update ...

The second line is the bare echo — no timestamp, no level, no module path. The parser handles these as UNKNOWN level standalone lines. Flag them in your report but do not strip them — they must pass through to raw untouched.

---

Step 3 — Update MODULE_CATEGORY_MAP in log-rules.ts

Add new entries to the map. Keys are the exact bracket token string (case-sensitive, including spaces):

const MODULE_CATEGORY_MAP: Record<string, LogCategory> = {
  // existing ...
  "CHAT ROUTER":    "ai-execution",
  "Google Chat":    "ai-execution",
  ToolRegistryV2:   "ai-execution",
  "AI Task":        "ai-execution",
  "DEBUG EXECUTE UNTIL COMPLETE": "ai-execution",
  ConversationGate:    "cx",
  ConversationLabeler: "cx",
  "CX PERSISTENCE PERSIST COMPLETED REQUEST": "cx",
  UNRECOGNIZED:     "config",
  UnifiedConfig:    "config",
};

Step 4 — Add new LogCategory values (if needed)

If you find patterns that don't fit existing categories, add them to:

1. LogCategory type union in log-rules.ts
2. ALL_CATEGORIES array in log-rules.ts
3. categoryToColor() switch in log-rules.ts
4. CATEGORY_LABELS Record in CoolifyLogViewer.tsx

Current categories and colors:

Category	Color	Meaning
request	text-cyan-300	HTTP request/response
stream	text-purple-300	SSE / stream emitter
auth	text-green-300	JWT, session, fingerprint
compat	text-amber-400	API path rewriting
database	text-teal-300	DB queries
system	text-neutral-400	uvicorn, health, startup
error	text-red-400	exceptions, tracebacks
ai-execution	text-violet-300	model calls, tool registry, chat router
cx	text-sky-300	conversation lifecycle, CX persistence
config	text-orange-300	unrecognized fields, config warnings
json-payload	text-neutral-500	JSON continuation lines
general	level color	everything else

Step 5 — Update inferCategory() heuristics

For module names that appear without a module path (bare echo lines), add heuristic patterns:

// AI execution — bare echo lines with no module path
if (/\b(executing|tool.?registry|chat.?router|google.?chat)\b/i.test(raw)) return "ai-execution";
// CX lifecycle
if (/\b(conversation.?gate|conversation.?label|cx.?persist)\b/i.test(raw)) return "cx";
// Config / field validation
if (/\bUnrecognized\b|\bunknown.?field\b/i.test(raw)) return "config";

Step 6 — Verify regex for bracket names with spaces

The RE_MODULE_SHORT regex must allow spaces inside brackets:

// Handles: [ApiPrefixCompat], [CHAT ROUTER], [Stream Emitter],
//          [AI Task], [CX PERSISTENCE PERSIST COMPLETED REQUEST]
const RE_MODULE_SHORT = /^\[([A-Za-z][A-Za-z0-9_ ]*?)\]\s*/;

---

Step 7 — Produce the migration report

After updating the parser, produce a report for the Python backend team listing every pattern that should be standardized. Format:

## Log Migration Report — [date]

### Echo Pattern (HIGH PRIORITY)
Every log currently emits two lines — the structured line and a bare echo.
Fix: Remove the bare echo from all Python loggers.

Pattern to remove:
  [ModuleName] message text     ← no timestamp, no level

### Module Name Standardization

| Current bracket token | Recommended [ShortName] | Module path to add |
|---|---|---|
| [CHAT ROUTER] | [ChatRouter] | aidream.api.routers.chat |
| [DEBUG EXECUTE UNTIL COMPLETE] | [ExecutorDebug] | matrx_ai.orchestrator.executor |
| [CX PERSISTENCE PERSIST COMPLETED REQUEST] | [CxPersistence] | matrx_ai.cx.persistence |
| [UNRECOGNIZED] | [FieldValidator] | aidream.api.utils.field_warnings |
| [AI Task] | [AiTask] | matrx_ai.tasks (or current module) |
| [Google Chat] | [GoogleChat] | matrx_ai.providers.google |
| [ConversationGate] | [ConversationGate] | ✓ already CamelCase |
| [ConversationLabeler] | [ConversationLabeler] | ✓ already CamelCase |

### Required Log Format per Module

Replace:
  [CHAT ROUTER] conversation_id=86c092d0...

With:
  2026-04-03 20:28:52 [INFO] [aidream.api.routers.chat] [ChatRouter] conversation_id=86c092d0...

### JSON Payload Entries Without Headers
Some entries start directly with a JSON block (no header line ending in ':').
These should always be preceded by a header line:

  [ToolRegistryV2] 1 requested tool(s) not found:      ← add this
  {
      "missing_tools": [...]
  }

---

Quick reference — log format spec

TIMESTAMP [LEVEL] [module.path] [ShortName] MESSAGE

• TIMESTAMP: 2026-04-03 20:28:52 (no sub-second required, but accepted)
• [LEVEL]: [DEBUG] [INFO] [WARNING] [ERROR] [CRITICAL]
• [module.path]: lowercase dotted Python path, e.g. [aidream.api.routers.chat]
• [ShortName]: CamelCase, no spaces, max ~20 chars, e.g. [ChatRouter]
• MESSAGE: ends with : if a JSON block follows on the next line

For JSON payloads, the block must immediately follow the header with no blank line between.