A shared foundation
for useful context.
ShepAIrd connects retrieval, saved knowledge, and session continuity. Start with the question in front of you, then follow its sources, reasoning, and next steps.
Explore the demoSearch beyond
the file name.
A question can span source code and saved findings. Context search brings relevant pieces into a bounded result, with available source references to inspect before you act.
Keyword and fuzzy retrieval give you a starting point without a model provider. Semantic retrieval depends on configured embedding coverage.
- Source code The conditional path
- Saved decision The migration rationale
- Handoff The next test to write
Keep the lesson
with its evidence.
A useful memory is more than a sentence saved for later. ShepAIrd records origins and source context so recalled knowledge can be inspected, explained, and checked as the source changes.
Personal and shared scopes give a finding a home. A trial should test what can be recalled, by whom, and how stale or revoked knowledge behaves.
- Origin A recorded decision
- Evidence The related source
- Recall Reasoning in context
Give the next session
a place to begin.
Handoffs and briefings help work continue across sessions. The session fabric extends that foundation with explicitly declared activity, durable notices, and selected knowledge sharing.
Shared awareness has scoped local qualification. Host compatibility, source access, and company deployment must be confirmed for your trial. A handoff carries context; it does not grant permission to execute work.
Boundary tests are next.
- Previous session Findings and references
- Shared context Explicit audience
- Next session A concrete next step
Test the complete path.
The CLI and MCP are integration surfaces in a configured environment. Product implementation, local qualification, and support for your deployment are distinct. Evaluate source access, useful retrieval, memory freshness, and session continuity together.
Read the trial guide