[::] Agentic Stacks

Reference: Single-User Coding Pair Programmer

reference

coding-assistant

framework
Agent Framework
harness
Harness / IDE
memory
Memory
CC claude-code-memory
retrieval
Retrieval / Vector Store
eval
Eval
observability
Observability / Tracing
sandbox
Sandbox / Code Execution
deployment
Deployment Target
LO local
mcp_servers
MCP Servers

Architectural notes

Reference architecture for a single engineer using Claude Code as their
daily pair programmer.

Why these picks:
- Claude Code provides the harness primitives (skills, hooks, subagents,
  plugins) out of the box; no custom orchestration needed.
- Sonnet 4.6 as default; Opus 4.7 invoked via /fast or subagent for
  hard reasoning.
- pgvector keeps embeddings next to other project data in Postgres.
- promptfoo for CI-gated prompt regression tests.
- E2B for sandboxed execution of agent-written code.

Common gotchas:
- Skill spam: too many skills load too much context; curate aggressively.
- Hook misconfiguration can silently block tool calls.

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