ProbeLab
Red-team your AI agent before the FTC does.
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This is 1 of 287 launches in ai agent security and testing tools — see how it stacks up on momentum and crowding →
110 other launches read as similar to this one →
Details
- External ID
- 1266836
- Source
- PH
- Company
- —
- Product
- ProbeLab
- Website domain
- producthunt.com
- Launched
- Oct. 2, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.33
- Tags
- Developer Tools, Artificial Intelligence, Security
Description
ProbeLab is an interactive red-team lab for AI agents. Fire 12 prompt-injection techniques — direct overrides, indirect injection via tool output, multi-turn jailbreaks, encoded payloads, output exfiltration — at a vulnerable agent, and watch BREACH vs BLOCKED as you toggle 7 defenses on and off. The $39 one-time kit ships the 12-technique attack catalog, the 7-defense checklist, a drop-in FastAPI guardrail middleware, and a scoring rubric. Educational payloads only — harden your own agents.
Enrichment
- Niche
- ai agent security and testing tools
- Vertical
- Security
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ai agent red-teaming and compliance testing platform
- Manually corrected
- False
Could you build this?
Yes The app is an interactive playground that fires pre-defined prompt injection templates against LLM API endpoints and tests prompt guardrail filters.
Competitors
Other products that read as similar to this one — 110 launches clear the similarity bar, closest 8 shown.
Attention rank: #67 of 111 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 329 days after the earliest competitor.
- FireClaw · hn · 2026-03-17 · 5 upvotes · similarity 0.46
- WhyLab · ph · 2026-09-18 · 1 upvotes · similarity 0.45
- Guardial · ph · 2026-09-19 · 1 upvotes · similarity 0.42
- OrangeLabs · ph · 2026-03-12 · 214 upvotes · similarity 0.42
- Red-Team-GOAD-Lab-Proxmox · github · 2026-09-26 · 45 upvotes · similarity 0.41
- genpark-agent-prompt-injection-sanitizer-firewall-skill · github · 2026-09-28 · 7 upvotes · similarity 0.39
- genpark-agent-prompt-injection-sanitizer-firewall-skill · github · 2026-09-28 · 7 upvotes · similarity 0.39
- AgentArmor · hn · 2026-03-14 · 10 upvotes · similarity 0.39
Other launches for this product
- No other launches for this product.