JC·HARNESS

pentest-2026-06-12-controlled-44-3287b226

mbarbine/platphormnews-www-prod · api-multi-model

Plan Status

completed

Execution

completed

Storage

neon_persisted

Spend

$0.3444

Classes

5 / 44

Updated

Jun 12, 2026, 08:45 PM

Evidence-Backed Execution

This run has persisted execution evidence from bounded passive recon, AI Gateway Hunt/Validate work, findings, and scorecard derivation.
  1. 01 / setupcompleted

    Operator setup and responsible-use gate completed.

    View details
    run id
    pentest-2026-06-12-controlled-44-3287b226
    target repo
    mbarbine/platphormnews-www-prod
    execution mode
    api-multi-model
    planned classes
    44
    budget usd
    5
    created
    Jun 12, 2026, 08:34 PM
  2. 02 / scope validationcompleted

    Allowed hosts and target scope validated before launch.

    View details
    target name
    PlatPhormNews authorized controlled 44-class run
    base url
    https://platphormnews.com
    repos
    mbarbine/platphormnews-www-prod
    allowed hosts
    platphormnews.com, www.platphormnews.com, api.platphormnews.com
    responsible use accepted
    yes
  3. 03 / reconcompleted

    6 bounded passive recon routes fetched.

    View details
    fetched routes
    6
    recon errors
    1
    sample routes
    https://platphormnews.com/, https://platphormnews.com/robots.txt, https://platphormnews.com/sitemap.xml, https://platphormnews.com/llms.txt
  4. 04 / huntcompleted

    8 AI Gateway hunt/validate calls recorded.

    View details
    attempted classes
    44
    completed classes
    5
    evidence source
    pipeline classResults
    model cost events
    8
    spend usd
    0.3444
    pipeline errors
    92
  5. 05 / validatecompleted

    1 confirmed findings persisted.

    View details
    candidate findings
    4
    persisted findings
    4
    confirmed findings
    1
    persistence complete
    yes
  6. 06 / gapfillqueued

    Gapfill remains available for refused or uncovered classes.

    View details
    uncovered classes
    0
  7. 07 / tracequeued

    Reachability analysis links findings to trust boundaries when evidence is present.

    View details
    finding records
    4
  8. 08 / reportqueued

    Report generation waits for an explicit protected report action.

    View details
    artifact source
    persisted run evidence
  9. 09 / scorecardcompleted

    Scorecard metrics were derived from persisted run findings.

    View details
    scorecards
    1
    findings scored
    4
    confirmed findings
    1

Class Execution Evidence

artifact backed
injectionhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:injection · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:injection · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

broken-access-controlhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:broken-access-control · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:broken-access-control · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

cryptographic-failurescompleted

1 found · 0 retained

View evidence
Hunt calls
1
Validate calls
1
Errors
2
Records
0

The hunt completed and produced candidate findings, but this run has no retained finding records for this class. Older runs may only have aggregate retained/rejected counts; new runs persist candidate validation summaries here.

Class errors

hunt:cryptographic-failures · anthropic/claude-fable-5

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

validate:cryptographic-failures · anthropic/claude-fable-5

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

security-misconfigurationhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:security-misconfiguration · anthropic/claude-fable-5

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:security-misconfiguration · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

supply-chain-failureshunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:supply-chain-failures · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:supply-chain-failures · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

auth-failureshunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:auth-failures · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:auth-failures · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

ssrfhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:ssrf · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:ssrf · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

secrets-in-codehunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:secrets-in-code · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:secrets-in-code · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

iac-privilege-escalationhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:iac-privilege-escalation · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:iac-privilege-escalation · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

header-csp-hygienehunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:header-csp-hygiene · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:header-csp-hygiene · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

exceptional-conditionshunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:exceptional-conditions · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:exceptional-conditions · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

mcp-tool-poisoninghunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:mcp-tool-poisoning · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:mcp-tool-poisoning · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

mcp-rug-pullhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:mcp-rug-pull · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:mcp-rug-pull · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

mcp-tool-shadowinghunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:mcp-tool-shadowing · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:mcp-tool-shadowing · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

mcp-indirect-injectionhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:mcp-indirect-injection · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:mcp-indirect-injection · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

mcp-session-hijackinghunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:mcp-session-hijacking · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:mcp-session-hijacking · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

mcp-dns-rebindinghunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:mcp-dns-rebinding · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:mcp-dns-rebinding · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

mcp-oauth-rcehunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:mcp-oauth-rce · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:mcp-oauth-rce · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

mcp-resource-exhaustionhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:mcp-resource-exhaustion · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:mcp-resource-exhaustion · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

rag-retrieval-poisoninghunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:rag-retrieval-poisoning · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:rag-retrieval-poisoning · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

rag-embedding-inversionhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:rag-embedding-inversion · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:rag-embedding-inversion · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

rag-tenant-boundary-violationhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:rag-tenant-boundary-violation · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:rag-tenant-boundary-violation · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

rag-indirect-injectioncompleted

1 found · 0 retained

View evidence
Hunt calls
1
Validate calls
1
Errors
2
Records
0

The hunt completed and produced candidate findings, but this run has no retained finding records for this class. Older runs may only have aggregate retained/rejected counts; new runs persist candidate validation summaries here.

Class errors

hunt:rag-indirect-injection · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

validate:rag-indirect-injection · anthropic/claude-fable-5

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

agent-goal-hijackingcompleted

1 found · 1 retained

View evidence
Hunt calls
1
Validate calls
0
Errors
3
Records
1

Retained findings

MEDIUMpending
LLMs/agents exposed discovery artifacts that define agent objectives (potential goal-hijack target)

Validation stage failed; finding is pending operator review.

remediation: Treat all LLM/agent-readable policy/discovery documents as untrusted input for downstream decision-making. Enforce a strict objective hierarchy in the agent runtime (e.g., hard-coded tool allow-lists and capability gates server-side), and require authenticated confirmation for any protected capability regardless of what appears in agent-policy/llms/contract documents. Add integrity/authentication to policy/contract artifacts (signatures) and implement runtime checks that prevent mid-flight objective changes (e.g., disable instruction-following from any retrieved third-party content; apply “prompt injection” protections to tool-selection).

Class errors

hunt:agent-goal-hijacking · anthropic/claude-fable-5

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

validate:agent-goal-hijacking · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

validate:agent-goal-hijacking · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

insecure-tool-executionhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:insecure-tool-execution · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:insecure-tool-execution · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

memory-poisoninghunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:memory-poisoning · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:memory-poisoning · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

excessive-agencyhunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:excessive-agency · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:excessive-agency · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

agent-identity-abusehunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:agent-identity-abuse · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:agent-identity-abuse · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

insecure-inter-agent-commshunt failed

0 found · 0 retained

View evidence
Hunt calls
0
Validate calls
0
Errors
2
Records
0

Class errors

hunt:insecure-inter-agent-comms · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:insecure-inter-agent-comms · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

unbounded-autonomyhunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:unbounded-autonomy · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:unbounded-autonomy · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

mcp-escape-to-hosthunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:mcp-escape-to-host · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:mcp-escape-to-host · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

emergent-offensive-reasoninghunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:emergent-offensive-reasoning · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:emergent-offensive-reasoning · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

api-bolahunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:api-bola · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:api-bola · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

api-bflahunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:api-bfla · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:api-bfla · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

api-mass-assignmenthunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:api-mass-assignment · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:api-mass-assignment · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

business-logic-abusehunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:business-logic-abuse · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:business-logic-abuse · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

non-human-identity-abusehunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:non-human-identity-abuse · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:non-human-identity-abuse · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

container-runtime-escapehunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:container-runtime-escape · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:container-runtime-escape · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

k8s-rbac-lateral-movementhunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:k8s-rbac-lateral-movement · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:k8s-rbac-lateral-movement · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

cicd-pipeline-poisoninghunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:cicd-pipeline-poisoning · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:cicd-pipeline-poisoning · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

api-zombie-shadow-endpointhunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:api-zombie-shadow-endpoint · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:api-zombie-shadow-endpoint · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

websocket-abusehunt failed

0 found · 0 retained

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0
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0
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2
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0

Class errors

hunt:websocket-abuse · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

hunt:websocket-abuse · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

llm-model-weight-backdoorcompleted

1 found · 1 retained

View evidence
Hunt calls
1
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1
Errors
2
Records
1

Retained findings

LOWconfirmed
Insufficient evidence of a trojanized LLM weight backdoor (BadSeek-style) in provided passive data

The proposed finding is essentially a scope/evidence statement: the only provided context is passive public HTTP GET responses (HTML, robots.txt, sitemap(s), llms.txt, and partial openapi.yaml/health). For an “LLM Model Weight Backdoor (BadSeek-style)” determination, the hunter listed concrete validation requirements (e.g., model artifact hashes/IDs, provenance/known-bad version references, backdoor metadata, audit results linking anomalous ASR to triggers and specific traces, or CI/source clues for poisoned weight ingestion/replacement). None of those evidentiary artifacts are present in the described passive data. Therefore, the inability to validate or rule out the backdoor from this dataset is justified and not contradicted by any additional evidence.

remediation: Provide one of the following for evidence-based classification: (a) the exact model name(s)/revision(s) used by the application (from code/lockfiles/CI) and their cryptographic hashes, (b) the source location(s) and integrity verification steps used when downloading weights, (c) any internal model-evaluation outputs that report ASR/behavioral anomalies (including any trigger/trace definitions), or (d) repository files/paths related to model loading (e.g., where weights are referenced or pulled). With those, we can check provenance and compare against known trojaned distributions, and/or validate whether behavior is consistent with a 2%-poisoned-traces/80%+ ASR scenario.

Class errors

hunt:llm-model-weight-backdoor · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

validate:llm-model-weight-backdoor · anthropic/claude-fable-5

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

llm-inference-data-exfilcompleted

2 found · 2 retained

View evidence
Hunt calls
1
Validate calls
0
Errors
5
Records
2

Retained findings

MEDIUMpending
LLM/public discovery surfaces risk of sensitive context exfil via model outputs/tool invocations

Validation stage failed; finding is pending operator review.

remediation: Treat all LLM-visible artifacts (llms*.txt/json, ai-plugin/agent/MCP manifests) as untrusted prompt input and ensure the inference layer has hard redaction/allowlisting for any “protected” tool outputs. Specifically: (1) ensure tool implementations for protected capabilities never execute in public flows; (2) enforce response-level filtering so protected results cannot be serialized into model output; (3) add structured separation between public context and any internal policies/instructions; (4) include automated tests that run prompt-injection style requests against the LLM/agent and verify no protected data appears in generated or tool-result text.

LOWpending
Public API routes explicitly include story/search/news content that may be fed into LLM context (possible indirect data leakage)

Validation stage failed; finding is pending operator review.

remediation: At the boundary between retrieval and generation: (1) maintain strict schema/field-level allowlists so only intended public fields are inserted into the LLM prompt; (2) explicitly strip tracing/headers/cookies and any internal metadata from the prompt context; (3) add logging/telemetry to detect whether any protected-looking strings (keys/tokens/secrets/Authorization) are present in prompts or generation outputs; (4) include regression tests for context-window leakage (ensure model outputs never include internal system prompts/tool instructions).

Class errors

hunt:llm-inference-data-exfil · anthropic/claude-fable-5

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

validate:llm-inference-data-exfil · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

validate:llm-inference-data-exfil · openai/gpt-5.4-nano

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

validate:llm-inference-data-exfil · anthropic/claude-fable-5

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

Scorecards

fable5artifact backed

36.9

1 confirmed / 4 findings

Execution Log

artifact backed
#050errorhunt:broken-access-control
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#051errorhunt:broken-access-control
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#052errorhunt:cryptographic-failures
pipeline errorJun 12, 2026, 08:34 PM

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#053errorvalidate:cryptographic-failures
pipeline errorJun 12, 2026, 08:34 PM

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#054errorhunt:security-misconfiguration
pipeline errorJun 12, 2026, 08:34 PM

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#055errorhunt:security-misconfiguration
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#056errorhunt:supply-chain-failures
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#057errorhunt:supply-chain-failures
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#058errorhunt:auth-failures
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#059errorhunt:auth-failures
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#060errorhunt:ssrf
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#061errorhunt:ssrf
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#062errorhunt:secrets-in-code
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#063errorhunt:secrets-in-code
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#064errorhunt:iac-privilege-escalation
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#065errorhunt:iac-privilege-escalation
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#066errorhunt:header-csp-hygiene
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#067errorhunt:header-csp-hygiene
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#068errorhunt:exceptional-conditions
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#069errorhunt:exceptional-conditions
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#070errorhunt:mcp-tool-poisoning
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#071errorhunt:mcp-tool-poisoning
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#072errorhunt:mcp-rug-pull
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#073errorhunt:mcp-rug-pull
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#074errorhunt:mcp-tool-shadowing
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#075errorhunt:mcp-tool-shadowing
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#076errorhunt:mcp-indirect-injection
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#077errorhunt:mcp-indirect-injection
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#078errorhunt:mcp-session-hijacking
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#079errorhunt:mcp-session-hijacking
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#080errorhunt:mcp-dns-rebinding
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#081errorhunt:mcp-dns-rebinding
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#082errorhunt:mcp-oauth-rce
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#083errorhunt:mcp-oauth-rce
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#084errorhunt:mcp-resource-exhaustion
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#085errorhunt:mcp-resource-exhaustion
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#086errorhunt:rag-retrieval-poisoning
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#087errorhunt:rag-retrieval-poisoning
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#088errorhunt:rag-embedding-inversion
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#089errorhunt:rag-embedding-inversion
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#090errorhunt:rag-tenant-boundary-violation
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#091errorhunt:rag-tenant-boundary-violation
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#092errorhunt:rag-indirect-injection
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#093errorvalidate:rag-indirect-injection
pipeline errorJun 12, 2026, 08:34 PM

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#094errorhunt:agent-goal-hijacking
pipeline errorJun 12, 2026, 08:34 PM

Free tier users do not have access to this model. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#095errorvalidate:agent-goal-hijacking
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#096errorvalidate:agent-goal-hijacking
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#097errorhunt:insecure-tool-execution
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#098errorhunt:insecure-tool-execution
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#099errorhunt:memory-poisoning
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#100errorhunt:memory-poisoning
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#101errorhunt:excessive-agency
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#102errorhunt:excessive-agency
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#103errorhunt:agent-identity-abuse
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#104errorhunt:agent-identity-abuse
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#105errorhunt:insecure-inter-agent-comms
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#106errorhunt:insecure-inter-agent-comms
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#107errorhunt:unbounded-autonomy
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#108errorhunt:unbounded-autonomy
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#109errorhunt:mcp-escape-to-host
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#110errorhunt:mcp-escape-to-host
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#111errorhunt:emergent-offensive-reasoning
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#112errorhunt:emergent-offensive-reasoning
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#113errorhunt:api-bola
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#114errorhunt:api-bola
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#115errorhunt:api-bfla
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#116errorhunt:api-bfla
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#117errorhunt:api-mass-assignment
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#118errorhunt:api-mass-assignment
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#119errorhunt:business-logic-abuse
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#120errorhunt:business-logic-abuse
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#121errorhunt:non-human-identity-abuse
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#122errorhunt:non-human-identity-abuse
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#123errorhunt:container-runtime-escape
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#124errorhunt:container-runtime-escape
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#125errorhunt:k8s-rbac-lateral-movement
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#126errorhunt:k8s-rbac-lateral-movement
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#127errorhunt:cicd-pipeline-poisoning
pipeline errorJun 12, 2026, 08:34 PM

Failed after 3 attempts. Last error: Free tier requests on this model are rate-limited. Upgrade to paid credits at https://vercel.com/d?to=%2F%5Bteam%5D%2F%7E%2Fai%3Fmodal%3Dtop-up for unrestricted access.

#128infocost
recordedJun 12, 2026, 08:45 PM

8 model cost event(s) recorded for 0.3444 USD.

#129infocompletion
completedJun 12, 2026, 08:45 PM

Run is completed with 4 finding(s) and 1 confirmed finding(s).