BotGauge
The trust layer for your agents
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AI agents don't just generate answers anymore. They take actions, call tools, and access real data. BotGauge helps engineering teams find where agents break before users do. Run adaptive red-team attacks and evals, catch security and behavioral failures, and replay every issue with full traces. Turn failures into regression tests, continuously retest as your agents evolve, and monitor their behavior in production. One reliability layer from development to deployment.
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PH · launched Oct 28, 2026 · 209 upvotes (top 1%)
- Horizontal
- Observability & eval
- B2B
- AI-native
- Commercial product
- Developer Tools
- Artificial Intelligence
- Security
Similar launches
See all 1172 similar launches →Could you build this?
Partial The dashboard, trace replay, and eval runner are buildable, but adaptive red-teaming and agent security testing need a curated, continuously updated library of attacks and failure modes that vibe coding won't produce.
What it would actually take: The core is a tracing and eval platform: an SDK that captures agent tool calls, a replay UI, and an eval runner, built on standard LLM-observability patterns. The hard part is the adversarial engine: a maintained corpus of jailbreak and prompt-injection techniques, plus an attacker model that adapts to the target agent's responses. Building that well requires security research expertise and ongoing threat intelligence.
Competitors
Other products that read as similar to this one : 1172 launches clear the similarity bar, closest 8 shown.
Attention rank: #10 of 1173 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 364 days after the earliest competitor.
- AgentGuard · ph · 2026-10-08 · 68 upvotes · similarity 0.54
- SealKeeper · ph · 2026-10-08 · 2 upvotes · similarity 0.54
- GuardAgent · ph · 2026-09-21 · 2 upvotes · similarity 0.53
- Agent Gate · ph · 2026-09-18 · 1 upvotes · similarity 0.52
- AI Agent Observability · ph · 2026-10-01 · 2 upvotes · similarity 0.50
- AGENTFORGE · ph · 2026-09-30 · 1 upvotes · similarity 0.50
- agent-governor · github · 2026-09-13 · 14 upvotes · similarity 0.48
- agentagon · github · 2026-09-10 · 9 upvotes · similarity 0.48
Other launches for this product
- No other launches for this product.