AI Coding-Agent Design
Parent: AI Agent Ecosystems · researched 2026-06-01T02:26:37.993Z· 32 sources · 10 concepts · skill ai-agent-engineering
AI & agent-engineering family ROUTER. Split into: ai-agents-orchestration (agent frameworks, multi-agent, memory, planning, guardrails, coding/GUI agents, autonomous loops, eval); ai-rag-retrieval (RA
ai-agent-engineering
- AI & agent-engineering family ROUTER. Split into: ai-agents-orchestration (agent frameworks, multi-agent, memory, planning, guardrails, coding/GUI agents, autonomous loops, eval); ai-rag-retrieval (RAG, iterative retrieval, vector/graph datastores); ai-llm-model-layer (training, fine-tuning, alignment/RLHF, compression, inference serving, transformer/multimodal architecture, model selection, observability); ai-mcp-sdk-prompting (MCP servers/builder, Anthropic SDK, prompt engineering, context engineering, LLM frameworks, tool-search, prompt lookup). Route to the matching sub-hub. [source]
- This hub routes to on-demand reference files under references/. See each spoke for depth. [source]
Children
- Repo-map & structural code indexing (tree-sitter + PageRank) (frontier)
- Semantic code retrieval & AST-aware chunking (cAST, Cursor/Merkle) (frontier)
- Agentic grep vs precomputed-index retrieval (the central debate) (frontier)
- Edit/diff application formats & reliability (udiff vs search-replace, lint-gated) (frontier)
- Agent-Computer Interface (ACI) & CodeAct action space (frontier)
- Test-driven control loops & self-repair (plan-edit-test-repair, SBFL) (frontier)
- Agentless / structured SWE pipelines (localize-repair-validate) (frontier)
- Context management for long-horizon code agents (frontier)
- Benchmarks (SWE-bench family, Aider polyglot, Terminal-Bench) (frontier)
Frontier under this node: Agent-Computer Interface (ACI) & CodeAct action space, Agentic grep vs precomputed-index retrieval (the central debate), Agentless / structured SWE pipelines (localize-repair-validate), Benchmarks (SWE-bench family, Aider polyglot, Terminal-Bench), Context management for long-horizon code agents, Edit/diff application formats & reliability (udiff vs search-replace, lint-gated), Repo-map & structural code indexing (tree-sitter + PageRank), Semantic code retrieval & AST-aware chunking (cAST, Cursor/Merkle), Test-driven control loops & self-repair (plan-edit-test-repair, SBFL)