HireFlowAgent activity
21NC
IntakeRequirementsCandidatesEvidence matrixAgent activity

Agent activity

What the agent actually did

Every step of the run, including each decision the verifier made. The amber lines are the ones that matter — those are claims the agent proposed and plain code refused to accept.

Run JOB-001

Reasoning trace, newest last

69 events
  1. 14:05:18agentRun started · JOB-001 · Senior Backend Engineer
  2. 14:05:18toolLoaded senior-backend-engineer-java.md (611 chars)
  3. 14:05:18toolLoaded 5 candidate documents
  4. 14:05:43agentParsed job description → 10 requirements (6 hard, 4 soft)
  5. 14:05:43verifierREQ-02 · source quote not found in job description
  6. 14:05:43verifierREQ-06 · source quote not found in job description
  7. 14:05:43verifierREQ-07 · source quote not found in job description
  8. 14:05:43verifierREQ-08 · source quote not found in job description
  9. 14:05:43verifierREQ-10 · source quote not found in job description
  10. 14:06:27agentC-01 Aman Verma · proposed evidence for 10 requirements
  11. 14:06:27agentC-02 Neha Kapoor · proposed evidence for 10 requirements
  12. 14:06:27agentC-03 Priya Sharma · proposed evidence for 10 requirements
  13. 14:06:27agentC-04 Rahul Das · proposed evidence for 10 requirements
  14. 14:06:27agentC-05 Vikram Reddy · proposed evidence for 10 requirements
  15. 14:06:27verifierC-01 REQ-01 · quote located in aman-verma.md (exact) → verified
  16. 14:06:27verifierC-01 REQ-02 · quote located in aman-verma.md (exact) → verified
  17. 14:06:27verifierC-01 REQ-03 · quote located in aman-verma.md (exact) → verified
  18. 14:06:27verifierC-01 REQ-04 · quote located in aman-verma.md (exact) → verified
  19. 14:06:27verifierC-01 REQ-05 · quote located in aman-verma.md (exact) → verified
  20. 14:06:27verifierC-01 REQ-06 · quote located in aman-verma.md (exact) → verified
  21. 14:06:27verifierC-01 REQ-07 · quote located in aman-verma.md (exact) → verified
  22. 14:06:27verifierC-01 REQ-08 · quote located in aman-verma.md (exact) → verified
  23. 14:06:27verifierC-02 REQ-01 · quote located in neha-kapoor.md (exact) → verified
  24. 14:06:27verifierC-02 REQ-02 · quote located in neha-kapoor.md (exact) → verified
  25. 14:06:27verifierC-02 REQ-03 · quote located in neha-kapoor.md (exact) → verified
  26. 14:06:27verifierC-02 REQ-04 · quote located in neha-kapoor.md (exact) → verified
  27. 14:06:27verifierC-02 REQ-05 · quote located in neha-kapoor.md (exact) → verified
  28. 14:06:27verifierC-02 REQ-06 · quote located in neha-kapoor.md (exact) → verified
  29. 14:06:27verifierC-02 REQ-07 · quote located in neha-kapoor.md (exact) → verified
  30. 14:06:27verifierC-02 REQ-08 · quote located in neha-kapoor.md (exact) → verified
  31. 14:06:27verifierC-02 REQ-10 · quote located in neha-kapoor.md (exact) → verified
  32. 14:06:27verifierC-03 REQ-01 · quote located in priya-sharma.md (exact) → verified
  33. 14:06:27verifierC-03 REQ-02 · quote located in priya-sharma.md (exact) → verified
  34. 14:06:27verifierC-03 REQ-03 · quote located in priya-sharma.md (exact) → verified
  35. 14:06:27verifierC-03 REQ-04 · quote located in priya-sharma.md (exact) → verified
  36. 14:06:27verifierC-03 REQ-05 · quote located in priya-sharma.md (exact) → verified
  37. 14:06:27verifierC-03 REQ-06 · quote located in priya-sharma.md (exact) → verified
  38. 14:06:27verifierC-03 REQ-07 · quote located in priya-sharma.md (exact) → verified
  39. 14:06:27verifierC-03 REQ-08 · quote located in priya-sharma.md (exact) → verified
  40. 14:06:27verifierC-03 REQ-09 · quote located in priya-sharma.md (exact) → verified
  41. 14:06:27verifierC-03 REQ-10 · quote located in priya-sharma.md (exact) → verified
  42. 14:06:27verifierC-04 REQ-01 · quote located in rahul-das.md (exact) → verified
  43. 14:06:27verifierC-04 REQ-02 · quote located in rahul-das.md (exact) → verified
  44. 14:06:27verifierC-04 REQ-03 · quote located in rahul-das.md (exact) → verified
  45. 14:06:27verifierC-04 REQ-04 · quote located in rahul-das.md (exact) → verified
  46. 14:06:27verifierC-04 REQ-05 · quote located in rahul-das.md (exact) → verified
  47. 14:06:27verifierC-04 REQ-06 · quote located in rahul-das.md (exact) → verified
  48. 14:06:27verifierC-04 REQ-07 · quote located in rahul-das.md (exact) → verified
  49. 14:06:27verifierC-04 REQ-08 · quote located in rahul-das.md (exact) → verified
  50. 14:06:27verifierC-04 REQ-10 · quote located in rahul-das.md (exact) → verified
  51. 14:06:27verifierC-05 REQ-01 · quote located in vikram-reddy.md (exact) → verified
  52. 14:06:27verifierC-05 REQ-02 · quote located in vikram-reddy.md (exact) → verified
  53. 14:06:27verifierC-05 REQ-03 · quote located in vikram-reddy.md (exact) → verified
  54. 14:06:27verifierC-05 REQ-04 · quote located in vikram-reddy.md (exact) → verified
  55. 14:06:27verifierC-05 REQ-06 · quote located in vikram-reddy.md (exact) → verified
  56. 14:06:27verifierC-05 REQ-07 · quote located in vikram-reddy.md (exact) → verified
  57. 14:06:27verifierC-05 REQ-08 · quote located in vikram-reddy.md (exact) → verified
  58. 14:06:27verifierC-05 REQ-09 · quote located in vikram-reddy.md (exact) → verified
  59. 14:06:27verifierC-05 REQ-10 · quote located in vikram-reddy.md (exact) → verified
  60. 14:06:27agentResume evidence checked · 45 quotes located, 0 refused in resumes
  61. 14:07:32agentC-01 · wrote 7 validation question(s)
  62. 14:07:32agentC-02 · wrote 3 validation question(s)
  63. 14:07:32agentC-03 · wrote 1 validation question(s)
  64. 14:07:32agentC-04 · wrote 3 validation question(s)
  65. 14:07:32agentC-05 · wrote 7 validation question(s)
  66. 14:08:00verifierC-04 REQ-07 · interview answer verified → met
  67. 14:08:00agentC-04 REQ-09 · absent → unverified after interview
  68. 14:08:00agentInterview evaluation complete · 2 answers · 2 requirement(s) updated
  69. 14:08:00agentRun complete · 50 findings · 21 require human validation

Claims refused

5

by the verifier, not the model

Each of these is a case where the agent proposed evidence and our own code could not locate it in the source document. The finding degraded to unverified instead of being accepted.

Run totals

  • Findings produced50
  • Quotes located in source45
  • Requirements left open21
10 requirements × 5 candidates

How the verifier works

The verifier is plain code, not a model call. It checks that a proposed quote genuinely appears in the source document after Unicode normalisation, de-hyphenation and whitespace collapsing. If the quote cannot be located, the finding degrades to unverified.

The model is never given the final say on whether its own evidence is real.