_index.md

tags	index developer
aliases	Developer Index

Developer Documentation

Subdirectories

Directory	Description
[[audits/_index|audits/]]	Code quality and architecture audits
[[i18n/_index|i18n/]]	Internationalization and translation docs
[[skills/_index|skills/]]	Skills system documentation

Core References

Document	Description
CODE_REVIEW_HARDENING	Code review hardening guidance
doc-management	Documentation management, zones, and tagging
AUTOBOT_REFERENCE	IPs, playbooks, quick reference
DEVELOPER_SETUP	Developer onboarding
HARDCODING_PREVENTION	Rules against hardcoded values

Architecture & Design

Document	Description
01-architecture	System architecture overview
CODEGEN_MANIFEST	Codegen MANIFEST — canonical enum/dataclass → TS generation
02-process-flow	Request handling flow
03-api-reference	API documentation
04-configuration	Configuration options
SSOT_CONFIG_GUIDE	Single source of truth config
ROLES	Role definitions
TIERED_MODEL_ROUTING	LLM tier routing
THINKING_TOOLS_CONFIGURATION	Thinking tools setup
VNC_MCP_ARCHITECTURE	VNC + MCP architecture
WSL2_NETWORKING	WSL2 networking guide

Patterns & Migration Guides

Document	Description
ASYNC_MIGRATION_GUIDE	Async conversion guide
ASYNC_PATTERNS	Async patterns reference
API_RESPONSE_MIGRATION	API response standardisation
LAZY_SINGLETON_MIGRATION	Lazy singleton pattern
LAZY_SINGLETON_EXAMPLES	Lazy singleton examples
LOGGING_MIGRATION_GUIDE	Logging standardisation
LOGGING_STANDARDS	Logging standards
VALIDATORS_MIGRATION	Validator migration
CONFIG_MIGRATION_CHECKLIST	Config migration checklist
INITIALIZATION_PATTERN_MIGRATION	Init pattern migration
REDIS_CONSOLIDATION_MIGRATION_GUIDE	Redis consolidation

Redis

Document	Description
REDIS_CLIENT_USAGE	Redis client usage guide
REDIS_CONNECTION_POOLING	Connection pooling
REDIS_PERFORMANCE_OPTIMIZATION	Performance tuning

Code Quality & Standards

Document	Description
CODE_QUALITY_ENFORCEMENT	Enforcement rules
CODE_QUALITY_IMPLEMENTATION	Implementation details
CODE_REUSABILITY_GUIDE	Reuse guide
ERROR_CODE_CONVENTIONS	Error code standards
ERROR_MONITORING	Error monitoring setup
ERROR_HANDLING_MIGRATION_EXAMPLE	Error handling examples
ERROR_HANDLING_REFACTORING_PLAN	Refactoring plan
UTF8_ENFORCEMENT	UTF-8 encoding rules

Agents & AI

Document	Description
AGENT_OPTIMIZATION	Agent optimisation
AGENT_OPTIMIZATION_SUMMARY	Optimisation summary
CLAUDE_API_OPTIMIZATION_SUITE	Claude API optimisation
VLLM_PROMPT_OPTIMIZATION_INTEGRATION	vLLM prompt optimisation
CHROMADB_INDEXING_OPTIMIZATION	ChromaDB indexing

Infrastructure & Deployment

Document	Description
INFRASTRUCTURE_DEPLOYMENT	Deployment guide
RELEASE_WORKFLOW	Release tagging + changelog generation (git-cliff, fragments, release.yml)
SERVICE_MANAGEMENT	Service management
ANSIBLE_CREDENTIAL_SECURITY	Ansible credential security
OPENVINO_SETUP	OpenVINO setup

Observability

Document	Description
PROMETHEUS_METRICS_USAGE	Prometheus metrics
PROMETHEUS_GITHUB_METRICS	GitHub metrics
DISTRIBUTED_TRACING	Distributed tracing
BACKEND_DEBUGGING	Backend debugging

Testing

Document	Description
FRONTEND_TESTING	Frontend testing guide (Pinia setup, vue-i18n, mocks)

Authentication & Security

Document	Description
AUTHENTICATION_RBAC	RBAC and user management (roles, permissions, JWT)

Features (2026-04-14)

New features implemented in the 2026-04-14 development session.

Document	Description
HOOKS_SYSTEM_GUIDE	Hook system — lifecycle event hooks for agents and workflows
../api/USAGE_METERING_API	Usage metering — LLM cost tracking, POST /usage/record, per-user cost queries
PLUGIN_SDK	Plugin marketplace — SDK for building and publishing AutoBot plugins
AutoResearch user guide	AutoResearch — self-improving experiment loop, prompt optimization, insights
Mobile Responsive UI	Chat interface, sidebar, and layout made responsive for mobile viewports (no separate doc — see issues #1804 and #4445)

Refactoring & Analysis

Document	Description
ROUTER_REFACTORING	Router refactoring
THREAT_DETECTION_REFACTORING	Threat detection refactoring
CODE_FINGERPRINTING_REFACTORING	Code fingerprinting
CODE_SMELL_REFACTORING_SUMMARY	Code smell summary
CONSOLIDATION_PROJECT_STATUS	Consolidation status
HTTP_CLIENT_CONSOLIDATION_ASSESSMENT	HTTP client consolidation
CHAT_CONVERSATION_CONSOLIDATION_ASSESSMENT	Chat consolidation

Knowledge & Memory

Document	Description
MEMORY_STORAGE_ROUTINE	Memory storage routine
UNIFIED_MEMORY_MANAGER_IMPLEMENTATION	Unified memory manager
CHAT_KNOWLEDGE_SERVICE_INTEGRATION	Chat-knowledge integration
QUICK_REFERENCE_CHAT_KNOWLEDGE_SERVICE	Chat-knowledge quick ref

Miscellaneous

Document	Description
MCP_MANAGEMENT_GUIDE	MCP management
PLUGIN_SDK	Plugin SDK
CLAUDE_MD_OPTIMIZATION_PLAN	CLAUDE.md optimisation
APPROVAL_STATUS_DESIGN_IMPROVEMENT	Approval status design
INSIGHTS_IMPROVEMENTS	Insights improvements
ARCHITECTURE_COMPLIANCE_IMPLEMENTATION_REPORT	Compliance report