Composable Toolchains Plug-and-play actions: DB queries, code exec, HTTP, humans-in-loop.
Strategic Memory Vector + symbolic stores prevent Groundhog-Day amnesia.
Guarded Autonomy Policy engines, rate limits, and loop detectors avert runaway costs or TOS violations.

Agent Lifecycle Framework

01 Task Decomposition

LLM planner shards goals into atomic steps with dependencies.

02 Tool Selection

Dynamic routing to code, API, RAG, or human escalations.

03 Execution & Observation

Step-level retries, circuit-breakers, and state writes.

04 Memory Consolidation

Compress transcripts, index artifacts, for future RAG.

05 Self-Critique & Safety

Reflexion, toxicity scan, cost guard, infinite-loop detector.

06 Feedback Loop

Capture user votes + telemetry, fine-tune retriever & reranker weekly/monthly.

Capability Matrix

Research Agents

Literature review, multi-source synthesis, citation validation

Coding Agents

Documentation search, file edits, DB schema changes

Ops Agents

Log triage, anomaly remediation, self-healing Terraform

Sales Copilots

Live CRM querying, objection handling, auto-next-step logging

Productivity Suites

Calendar triage, email drafting, meeting-note summarisation

Meta-Agents

Coordinator agents overseeing specialist swarms for complex OKRs

Infrastructure & Trust

Agents run on BUZZ's own servers. Each agent has a clear list of allowed tools; if it strays from that list, it stops at once and sends an alert to designated communication channels.

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