- tracing.py: add compile_prompt() that uses Langfuse .compile(**vars)
for {{variable}} substitution, falls back to Python .format() for
hardcoded {variable} templates
- agent_runner.py: replace _get_system_prompt().format() with
tracing.compile_prompt() for batch_file_classifier, batch_processing,
batch_cloud_processing prompts
- journey.py: replace get_prompt + .format() with compile_prompt()
for journey_system prompt
- chat tracing.py: add compile_prompt() for parity (chat prompts
currently have no variables, but ready for future use)
- Remove unused _get_system_prompt helper
- shared/config.py: add LANGFUSE_SECRET_KEY, LANGFUSE_PUBLIC_KEY, LANGFUSE_HOST
- services/chat/app/tracing.py: new module — Langfuse client singleton,
create_trace(), get_langfuse_callback(), get_prompt(), link_prompt_to_trace(),
score_trace(), flush/shutdown helpers. Gracefully no-ops when keys are missing.
- services/chat/app/llm.py: add callbacks param to get_llm() for LangChain
callback handler injection
- services/chat/app/deep_agent.py: accept langfuse_handler in all run_* and
_run_single_agent* functions, pipe callbacks to LLM calls, fetch managed
prompts from Langfuse with fallback to hardcoded system prompts
- services/chat/app/redis_consumer.py: create Langfuse trace per request
(home_request/floating_request), pass callback handler to deep_agent,
link prompt name to trace, attach output preview, flush after each request
- services/chat/app/main.py: shutdown Langfuse client in lifespan teardown
- services/chat/requirements.txt: add langfuse>=2.0.0
Langfuse prompt names: 'home_system', 'floating_system' — create these in
the Langfuse dashboard to manage prompts. Without them, hardcoded defaults
are used transparently.
