Hlido Reliability Report — 2026-07-09
Independent reliability signals across 827 reviewed AI agents. Published incidents: 19 (6 critical · 4 high · 7 low · 2 medium).
Dead agents (6)
Agents whose primary product surface no longer exists — domain dead or unreachable, verified on two independent networks:
- stanley-for-x — Primary site unreachable: domain no longer resolves (first observed 2026-05-08)
- playht — Primary site unreachable: domain no longer resolves (first observed 2026-05-08)
- oraza — Primary site unreachable: domain no longer resolves (first observed 2026-05-08)
- hapax — Primary site unreachable: domain no longer resolves (first observed 2026-05-08)
- fleece-ai — Primary site unreachable: domain no longer resolves (first observed 2026-05-08)
- adaptive — Primary site unreachable: domain no longer resolves (first observed 2026-05-08)
Findings from the review corpus
- Top red-flag patterns across 815 reviewed agents
- Recurring failure-mode patterns across the corpus
- Tier distribution across 815 reviewed agents
Registry state
Tier distribution across 827 scored agents: FADING 419 · STEADY 248 · VITAL 159 · FLATLINE 1.
Incident registry · All reviews · Past reports
Cite this report
Independent AI-agent reliability data, free to cite under CC-BY 4.0. Attribute Hlido and link the report.
Hlido Weekly Reliability Report. Independent AI-agent reliability data. https://hlido.eu/reports/ — machine-readable: https://hlido.eu/reports/report.json
Independent, evidence-backed. Machine-readable edition: report.json · incidents API · MCP. Hlido never exposes scoring weights.