AgentWach vs AgentOps
AgentOps monitors agent sessions. AgentWach focuses on cross-provider cost caps, Copilot credits, and shutdown guardrails.
AgentOps gives you per-session traces and replay for agent runs. AgentWach is positioned as the budget and safety layer — covering not just agent API spend but Copilot credits, with guardrails that actively pause agents that misbehave.
Where AgentOps shines
- Session-level replay for individual agent runs.
- Decorator-based SDK that's quick to wire into Python agents.
- Built-in support for popular agent frameworks.
- Good telemetry for understanding what an agent did, after the fact.
Where AgentWach wins
- Cross-provider budget caps that apply across OpenAI, Anthropic, Gemini, and Copilot.
- GitHub Copilot premium-request credit tracking per user and repo.
- Hard stop=true enforcement on the next ingest call — agents physically halt.
- Loop detection across tool calls, even between sub-agents.
- Browser extension capture for ChatGPT, Claude, and Gemini sessions.
Feature comparison
| Feature | AgentWach | AgentOps |
|---|---|---|
| Real-time token & cost tracking | Yes | Yes |
| Cross-provider rollup (OpenAI, Anthropic, Gemini, Copilot) | Yes | No |
| GitHub Copilot premium-request credit tracking | Yes | No |
| Hard budget caps that stop agents mid-run Returns stop=true on the next ingest call. | Yes | No |
| Tool-call loop detection | Yes | Per-session |
| Prompt-injection scanner (heuristic, 20+ rules) | Yes | No |
| Slack / Discord / PagerDuty / SMS alerts | Yes | Email/Slack only |
| Tracing & evaluation tooling | Replay + diagnose | Session replay |
| Browser extension (ChatGPT / Claude / Gemini capture) | Yes | No |
| Free tier | Yes | Yes |
The bottom line
AgentOps is excellent for understanding individual agent sessions. AgentWach is for the team that needs a single budget firewall across every provider, every agent, and every Copilot seat — with the authority to stop them when they cross the line.