Codex, Claude Code, Cursor, and repo-aware assistants.
Coding agents
Recall architecture decisions before risky edits and preserve sprint outcomes after the run.
Open coding agent guideUse cases
Use Bilinc anywhere agent memory becomes operational.
The first win is simple: stop treating memory as a loose pile of similar text. Give agents a state layer they can recall, revise, audit, and recover from.
Adoption paths
Choose by workflow, not by buzzword.
Long-running research, source review, and synthesis workflows.
Research agents
Commit source-backed findings, track contradictions, and keep a reusable audit trail.
Read recall modelAgents that operate against users, projects, billing, or operations data.
Stateful product agents
Treat memory as a state plane with typed writes, rollback, and explicit failure handling.
Open SDK docsSmall teams sharing agent/project state across operators.
Team memory
Use hosted API keys, workspaces, audit history, and billing-backed entitlements.
Review billingProduction agent systems where bad state can create downstream work.
Incident recovery
Snapshot before risky runs, inspect diffs, and roll back known-bad memory.
Operations docsThe loop stays the same across agents.
Recall
Load prior decisions, constraints, and known incidents.
Commit
Save durable facts, preferences, outcomes, and procedures.
Revise
Handle contradictory state without silent overwrite.
Recover
Snapshot, diff, and roll back when the run goes wrong.
Cloud SDK first. Upgrade when the team needs it.
Bilinc 2.1.3 starts with the cloud-only SDK and a 7-day Cloud trial. Paid Cloud is for API keys, team operations, retention, audit, support, and production readiness.