Inside GoClaw

Deep dives into building
AI agent infrastructure

Visual deep dives into GoClaw's notable features — written by a contributor to help readers understand the architecture behind each release.

Feature Deep Dives
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v3.11.0
Native image generation with GPT Image 2 via Codex OAuth

Two pieces previously disconnected: ChatGPT subscriptions hold gpt-image-2 quota agents could not reach over OAuth, and a 3,000+ prompt corpus from X creators sat scattered. Stitched into one workflow: the agent searches the corpus → refactors a template → generates via subscription quota, with zero API key cost.

v3.3.0
Knowledge Vault: Hybrid Search & Wikilinks — Filesystem into Knowledge Base

Document registry + bidirectional wikilinks + hybrid search (FTS + vector) + cross-store fan-out. Turns the filesystem into a structured knowledge base with async enrichment.

v2.56.0
MCP Hybrid Search Mode — Smart Tool Management

Keep 40 tools inline, defer the rest via BM25 — smart tool management when MCP tool count exceeds the threshold.

v2.47.0
Knowledge Graph — From Conversations to Semantic Memory

Deep dive into Knowledge Graph architecture: entity extraction, hybrid search, 3D force-directed visualization, and 10 performance optimizations.

v2.34.0
Codex OAuth Pools — Smart Token Routing

Centralized credential management for multi-tenant AI gateway. Pool-based routing, auto-rotation, health scoring and rate limit awareness.

v2.24.0
Yield Mention Mode — Smart Turn Yielding

Smart turn-yielding mechanism in group chats. Agents automatically recognize when to stay silent and let another agent respond.