Looplet – a 0-dep agent loop you own
Iterator-first design beats black-box frameworks like LangChain for debugging.
Headless CLI debugging controller for Python — built for humans and LLM agents
Machine-parseable traces for LLM agents when pdb and breakpoint() are useless.
Developers building LLM agents that need runtime execution traces
pdb · pytest-trace · py-spy
Iterator-first design beats black-box frameworks like LangChain for debugging.
Recording what an agent considered — not just what it executed — is a tidy, concrete insight. GhostTrace already gives record/replay commands, a .ghost.json schema and a --show-phantoms terminal replay so you can inspect rejected actions and the agent's reasoning. The thing that will decide if this takes off is integrations (LangChain/OpenAI Agents/CrewAI) and the promised web/VS Code UIs; without those it's a very useful niche tool, not yet a platform.
MCP-enabled industrial control engine, but access requires a LinkedIn message.
DAP integration cuts agent debug cycles from 6 prints to 1 breakpoint.
Execution anchors enable replay-from-step debugging for non-deterministic agent runs.
Lifecycle-aware security pipeline, not point tools—shared context from ingress through output.