Agents Need Receipts, Not More Tool Calls - Armanas Povilionis, Alithea Bio

What was stored

cues

152

whisperx 152

chunks

34

from 152 cues

keyframes

54

kept of 72 captured

frames with text

54

1,691 lines read

chapters

0

from the source metadata

keyframe bytes

8.7 MB

word timings on 152 cues

Provenance

Frames, and what the machine read

• 

  0:23 #0 done3 line(s)

  shot 0·sharpness 738.8

  1. _o..o_ froglet project of Alithea bio0.93
  2. Agents need receipts,0.99
  3. not more tool calls.1.00
• 

  0:32 #1 skipped

  shot 1·duplicate of #0

• 

  1:04 #2 skipped

  shot 2·duplicate of #0

• 

  1:33 #3 skipped

  shot 3·duplicate of #0

• 

  2:24 #4 done2 line(s)

  shot 4·sharpness 714.0

  1. _0..0_ froglet0.96
  2. Alithea bio0.96
• 

  2:40 #5 done2 line(s)

  shot 5·sharpness 1137.5

  1. _0..0_ froglet0.96
  2. Alithea bio0.99
• 

  2:47 #6 done2 line(s)

  shot 6·sharpness 1353.5

  1. _0..0_froglet0.98
  2. Alithea bio0.99
• 

  3:25 #7 done10 line(s)

  shot 7·sharpness 1323.2

  1. _0..0_ froglet0.94
  2. Alithea bio0.99
  3. AGENT SURFACES0.99
  4. PROVIDER ASSETS1.00
  5. MCP / A2A-style calls0.98
  6. data1.00
  7. OpenClaw / NemoClaw1.00
  8. compute1.00
  9. custom runtimes1.00
  10. analysis services1.00
• 

  3:45 #8 skipped

  shot 8·duplicate of #7

• 

  4:20 #9 done14 line(s)

  shot 9·sharpness 1674.3

  1. _0..0_ froglet0.96
  2. Alithea bio0.98
  3. AGENT INTERFACES1.00
  4. FROGLET1.00
  5. PROVIDER ASSETS1.00
  6. MCP / A2A-style calls0.98
  7. discover1.00
  8. data0.99
  9. OpenClaw / NemoClaw0.98
  10. execute1.00
  11. compute1.00
  12. custom runtimes1.00
  13. get receipt1.00
  14. analysis services1.00
• 

  4:57 #10 skipped

  shot 10·duplicate of #9

• 

  5:26 #11 done16 line(s)

  shot 11·sharpness 2247.9

  1. _0..0_ froglet0.94
  2. Alithea bio0.99
  3. https://froglet.dev/demo/1.00
  4. 00.97
  5. 00.96
  6. Lightning1.00
  7. Al Claude Code0.99
  8. Stripe1.00
  9. Codex1.00
  10. x+ x4020.96
  11. MCP1.00
  12. OpenClaw1.00
  13. WASM1.00
  14. 00.66
  15. Python1.00
  16. Docker1.00
• 

  5:59 #12 done31 line(s)

  shot 12·sharpness 2377.2

  1. _o..o_ froglet0.90
  2. Alithea bio0.99
  3. armanas - armanas@Armanass-MacBook-Air--zsh-80×270.96
  4. FROGLET_AGENT_TARGET=manual0.99
  5. curl -fsSL https://froglet.dev/agent1.00
  6. bash1.00
  7. Installing froglet-node from1.00
  8. Installed froglet-node to /Users/armanas/.local/bin/froglet-node0.99
  9. Starting Froglet provider/runtime from published images...1.00
  10. [+] up 2/20.96
  11. Container froglet_agent-provider-1 Healthy0.99
  12. 0.5s1.00
  13. Container froglet_agent-runtime-1 Running1.00
  14. 0.0s1.00
  15. "status": "ok",0.98
  16. "bootstrap_dir": "/Users/armanas/.froglet/agent",0.99
  17. "data_dir": "/Users/armanas/.froglet/data"1.00
  18. "froglet_node": "/Users/armanas/.local/bin/froglet-node",1.00
  19. "provider_url": "http://127.0.0.1:8080",0.99
  20. "runtime_url": "http://127.0.0.1:8081",1.00
  21. "network_mode": "clearnet",1.00
  22. "compose_file": "/Users/armanas/.froglet/agent/compose.yaml",1.00
  23. "compose_project_name": "froglet_agent",1.00
  24. "compose_started": true,1.00
  25. "agent_target": "claude-code",1.00
  26. "mcp_docker_network": "froglet_agent_default",0.99
  27. "mcp_config_path": "/Users/armanas/.froglet/agent/mcp/.mcp.json",1.00
  28. "next_mcp_actions": ["status", "publish_artifact"],0.99
  29. "next_instruction": "Restart or point your agent at the MCP config path, call1.00
  30. froglet status, then publish a demo service with template demo.add."1.00
  31. < took 3s < at 18:40:550.96
• 

  6:04 #13 done19 line(s)

  shot 13·sharpness 1807.2

  1. _o..o_froglet0.93
  2. Alithea bio0.97
  3. armanas- Vibe- vibe -80×240.93
  4. Vibe-vibe0.95
  5. Read https://try.froglet.dev/1lms.txt,0.99
  6. follow the hosted demo flow exactly if0.99
  7. you can access it, otnerwise say only that you could not access it, then give0.99
  8. me an honest, evidence-backed assessment that reports the observed HTTP0.99
  9. statuses, observed service IDs, observed deal status, observed result,1.00
  10. whether a receipt was present, and any mismatch between these docs and live0.99
  11. behavior before explaining what Froglet just proved, what it did not prove,1.00
  12. and the single most relevant next experiment for my files, tools, data,1.00
  13. configuration, workflows, constraints, and goals.0.99
  14. Thought0.99
  15. Fetched https://try.froglet.dev/llms.txt (11,205 chars, text/plain)1.00
  16. 114 lines0.97
  17. auto approve0.98
  18. >0.67
  19. 17% of 200k tokens0.98
• 

  6:28 #14 done5 line(s)

  shot 14·sharpness 553.6

  1. _0..0_ froglet0.91
  2. Alithea bio0.96
  3. Scientific collaboration1.00
  4. setup takes years and0.99
  5. millions1.00
• 

  6:59 #15 skipped

  shot 15·duplicate of #14

• 

  7:10 #16 done82 line(s)

  shot 16·sharpness 2350.5

  1. Chrome1.00
  2. File1.00
  3. Edit1.00
  4. View1.00
  5. History1.00
  6. Bookmarks1.00
  7. Profiles0.96
  8. Tab1.00
  9. Window1.00
  10. Help1.00
  11. 90.78
  12. ①0.73
  13. 国0.65
  14. 96%0.81
  15. G0.65
  16. Fri Jun 26 18:520.99
  17. Froglet-Al-Engineer-Researc1.00
  18. x0.60
  19. Froglet- identity. execution0.96
  20. x0.79
  21. ←1.00
  22. →0.94
  23. docs.google.com/presentation/d/1stTpyl3X4diA3yzawusrYeZLhXrOV73j/edit?slide=id.g3ef25a767c8_0_465#slide=id.g3ef25a767c81.00
  24. Ask Google1.00
  25. ☆1.00
  26. Work1.00
  27. Froglet-Al-Engineer-Research-Collaboration-v31.00
  28. .PPTX0.99
  29. ☆0.99
  30. 目0.87
  31. Slideshow1.00
  32. Share0.95
  33. File Edit View Insert Format1.00
  34. Slide1.00
  35. Arrange Tools0.98
  36. Help1.00
  37. a + -0.60
  38. @ Fit0.95
  39. A0.56
  40. T0.71
  41. 田0.94
  42. Background1.00
  43. Layout1.00
  44. Theme1.00
  45. Transition1.00
  46. ^0.69
  47. 11.00
  48. 21.00
  49. 31.00
  50. 51.00
  51. 61.00
  52. 81.00
  53. 91.00
  54. 101.00
  55. 111.00
  56. 121.00
  57. 131.00
  58. _o..0_froglet0.92
  59. AAlithea bio0.91
  60. 81.00
  61. Slide1.00
  62. Image1.00
  63. 91.00
  64. Scientific collaboration1.00
  65. setup takes years and0.99
  66. thousand tokens and takes1.00
  67. froglet setup costs few1.00
  68. Media1.00
  69. costsmillions1.00
  70. minutes.1.00
  71. 口0.92
  72. 200m0.71
  73. Uploads1.00
  74. 101.00
  75. Record1.00
  76. 111.00
  77. Speaker1.00
  78. 121.00
  79. Enhance this slide ×0.97
  80. 品0.89
  81. <0.97
  82. That costs few thousand tokens and take minutes1.00
• 

  7:18 #17 done86 line(s)

  shot 17·sharpness 1462.4

  1. Chrome1.00
  2. File1.00
  3. Edit1.00
  4. View1.00
  5. History1.00
  6. Bookmarks1.00
  7. Profiles0.94
  8. Tab1.00
  9. Window0.94
  10. Help1.00
  11. 90.82
  12. ①0.56
  13. 96%0.81
  14. G0.71
  15. Fri Jun 26 18:530.99
  16. Froglet-Al-Engineer-Researc1.00
  17. x0.67
  18. Froglet — identity. execution.0.98
  19. x0.70
  20. +0.99
  21. ←1.00
  22. C0.52
  23. froglet.dev1.00
  24. ☆0.99
  25. Work1.00
  26. _0..0_ froglet0.95
  27. Home1.00
  28. Docs1.00
  29. Marketplace1.00
  30. Managed1.00
  31. Open source1.00
  32. 口0.51
  33. GitHub0.99
  34. 40.65
  35. FROGLET - IDENTITY. EXECUTION. SETTLEMENT.0.99
  36. LET THE AGENT PROVE IT1.00
  37. Froglet is not for1.00
  38. PROMPT FOR YOUR AI AGENT0.98
  39. Open https://try.froglet.dev/llms.txt. Run0.99
  40. COPY1.00
  41. You.1.00
  42. demo.add and one witness/hash follow-up.1.00
  43. Report statuses, result, receipt/feed proof,1.00
  44. mismatches, and what this proves or does not1.00
  45. It's for your AI0.99
  46. prove for my projects/data. If unreachable,1.00
  47. say so.1.00
  48. Agent.1.00
  49. Paste into Claude Code, Codex, OpenClaw, or any agentic client. The1.00
  50. agent should come back with live evidence, not a product summary.1.00
  51. An open protocol for Al agents to sell and buy services—1.00
  52. FAST PROOF0.99
  53. STRICT AUDIT1.00
  54. zoom0.89
  55. cryptographic identity, signed deals, executable work, and verifiable1.00
  56. settlement. Trust through math, not middlemen.1.00
  57. Hosted proof0.96
  58. COPY1.00
  59. Evidence audit1.00
  60. COPY1.00
  61. FOLLOW-UP1.00
  62. LOCAL PATH0.98
  63. Try in cloud1.00
  64. Run locally0.97
  65. Watch walkthrough →0.99
  66. Proof + witness1.00
  67. Install proposal0.99
  68. COPY1.00
  69. COPW0.87
  70. FEED1.00
  71. Receipt check0.99
  72. COPY1.00
  73. AGENT REPORT1.00
  74. CATALOG1.00
  75. RESULT1.00
  76. EVIDENCE1.00
  77. No trust tour.1.00
  78. 5 free demos1.00
  79. sum = 120.99
  80. receipt + feed0.99
  81. Make the model bring back evidence from0.99
  82. demo.add + witness/hash1.00
  83. {a:7,b:5}1.00
  84. descriptor · offer0.94
  85. the live service.1.00
  86. receipt1.00
• 

  7:29 #18 done82 line(s)

  shot 18·sharpness 1346.1

  1. Chrome1.00
  2. File1.00
  3. Edit1.00
  4. View1.00
  5. History1.00
  6. Bookmarks1.00
  7. Profiles1.00
  8. Tab1.00
  9. Window1.00
  10. Help1.00
  11. 90.88
  12. ①0.66
  13. 96%0.83
  14. G0.65
  15. Fri Jun 26 18:530.98
  16. Froglet-Al-Engineer-Researc1.00
  17. x0.67
  18. Froglet — identity. execution.0.98
  19. x0.73
  20. +0.98
  21. ←1.00
  22. →0.70
  23. froglet.dev1.00
  24. ☆0.99
  25. Work1.00
  26. _0..0_ froglet0.92
  27. Home1.00
  28. Docs1.00
  29. Marketplace1.00
  30. Managed1.00
  31. Open source1.00
  32. C0.80
  33. GitHub0.98
  34. You.1.00
  35. demo.add and one witness/hash follow-up.1.00
  36. Report statuses, result, receipt/feed proof,1.00
  37. mismatches, and what this proves or does not1.00
  38. It's for your AI0.99
  39. prove for my projects/data. If unreachable,1.00
  40. say so.1.00
  41. Agent.1.00
  42. Paste into Claude Code, Codex, OpenClaw, or any agentic client. The1.00
  43. agent should come back with live evidence, not a product summary.1.00
  44. An open protocol for Al agents to sell and buy services—0.99
  45. FAST PROOF1.00
  46. STRICT AUDIT1.00
  47. cryptographic identity, signed deals, executable work, and verifiable1.00
  48. Hosted proof1.00
  49. 40.94
  50. Evidence audit1.00
  51. COPY0.99
  52. COPY1.00
  53. settlement. Trust through math, not middlemen.1.00
  54. FOLLOW-UP1.00
  55. LOCAL PATH1.00
  56. Try in cloud1.00
  57. Run locally0.98
  58. Watch walkthrough →0.99
  59. Proof + witness0.99
  60. Install proposal0.98
  61. COPY0.99
  62. COPY1.00
  63. FEED0.88
  64. zoom0.84
  65. Receipt check0.99
  66. COPY0.99
  67. AGENT REPORT1.00
  68. CATALOG1.00
  69. RESULT1.00
  70. EVIDENCE1.00
  71. No trust tour.1.00
  72. 5 free demos0.99
  73. sum = 120.98
  74. receipt + feed1.00
  75. Make the model bring back evidence from0.98
  76. demo.add + witness/hash1.00
  77. {a:7,b:5}1.00
  78. descriptor · offe:0.92
  79. the live service.0.99
  80. receipt1.00
  81. LAUNCH1.00
  82. Exactly two public0.99
• 

  7:30 #19 done72 line(s)

  shot 19·sharpness 1289.1

  1. Chrome1.00
  2. File1.00
  3. Edit1.00
  4. View1.00
  5. History1.00
  6. Bookmarks1.00
  7. Profiles1.00
  8. Tab1.00
  9. Window1.00
  10. Help1.00
  11. 90.88
  12. ①0.89
  13. 96%0.83
  14. G0.65
  15. Fri Jun 26 18:530.96
  16. Froglet-Al-Engineer-Researc1.00
  17. x0.67
  18. Froglet — identity. execution.0.96
  19. x0.73
  20. +0.98
  21. ←1.00
  22. →0.97
  23. froglet.dev1.00
  24. ☆1.00
  25. Work1.00
  26. _0..0_ froglet0.95
  27. Home1.00
  28. Docs1.00
  29. Marketplace1.00
  30. Managed1.00
  31. Open source1.00
  32. 口0.62
  33. C0.80
  34. GitHub0.98
  35. settlement. Trust through math, not middlemen.0.99
  36. FOLLOW-UP0.98
  37. LOCAL PATH0.97
  38. Try in cloud1.00
  39. Run locally1.00
  40. Watch walkthrough →0.98
  41. Proof + witness0.99
  42. Install proposal1.00
  43. COPY1.00
  44. COPY1.00
  45. FEED0.98
  46. Receipt check0.98
  47. COPY1.00
  48. 41.00
  49. AGENT REPORT1.00
  50. CATALOG1.00
  51. RESULT1.00
  52. EVIDENCE1.00
  53. No trust tour.1.00
  54. 5 free demos0.99
  55. sum = 120.98
  56. receipt + feed0.97
  57. Make the model bring back evidence from1.00
  58. demo.add + witness/hash1.00
  59. {a:7,b:5}1.00
  60. descriptor · offer0.96
  61. the live service.1.00
  62. receipt1.00
  63. zoom0.92
  64. LAUNCH1.00
  65. Exactly two public1.00
  66. entry points.1.00
  67. Froglet doesn't apologize for constraints, it names them. Pick the one that1.00
  68. matches your intent— hosted trial or local install. No third option.0.99
  69. 01· HOSTED0.96
  70. B2 - LOCAL0.88
  71. Try in cloud0.97
  72. Run locally0.99
• 

  7:32 #20 skipped

  shot 20·duplicate of #18

• 

  7:34 #21 done86 line(s)

  shot 21·sharpness 1500.8

  1. Chrome1.00
  2. File1.00
  3. Edit1.00
  4. View1.00
  5. History1.00
  6. Bookmarks1.00
  7. Profiles0.94
  8. Tab1.00
  9. Window1.00
  10. Help1.00
  11. 90.82
  12. ①0.63
  13. 96%0.82
  14. G0.68
  15. Fri Jun 26 18:530.98
  16. Froglet-Al-Engineer-Researc1.00
  17. x0.67
  18. Froglet — identity. execution.0.99
  19. x0.70
  20. +0.99
  21. ←1.00
  22. C0.52
  23. froglet.dev1.00
  24. ☆0.99
  25. Work1.00
  26. _0..0_0.93
  27. froglet1.00
  28. Home1.00
  29. Docs1.00
  30. Marketplace1.00
  31. Managed1.00
  32. Open source1.00
  33. GitHub0.99
  34. FROGLET - IDENTITY. EXECUTION. SETTLEMENT.0.99
  35. LET THE AGENT PROVE IT0.99
  36. Froglet is not for1.00
  37. PROMPT FOR YOUR AI AGENT0.99
  38. Open https://try.froglet.dev/llms.txt. Run0.98
  39. COPY1.00
  40. You.1.00
  41. demo.add and one witness/hash follow-up.1.00
  42. Report statuses, result, receipt/feed proof,1.00
  43. mismatches, and what this proves or does not1.00
  44. It's for your AI1.00
  45. prove for my projects/data. If unreachable,0.99
  46. say so.1.00
  47. Agent.1.00
  48. Paste into Claude Code, Codex, OpenClaw, or any agentic client. The0.99
  49. agent should come back with live evidence, not a product summary.1.00
  50. cryptographic identity, signed deals, executable work, and verifiable1.00
  51. An open protocol for Al agents to sell and buy services—0.99
  52. FAST PROOF0.99
  53. Hosted proof1.00
  54. STRICT AUDIT1.00
  55. Evidence audit1.00
  56. COPY1.00
  57. COPY1.00
  58. zoom0.88
  59. settlement. Trust through math, not middlemen.0.99
  60. 40.93
  61. FOLLOW-UP1.00
  62. LOCAL PATH0.99
  63. Try in cloud1.00
  64. Run locally1.00
  65. Watch walkthrough →0.98
  66. Proof + witness0.97
  67. Install proposal1.00
  68. COPY1.00
  69. COPY1.00
  70. FEED1.00
  71. Receipt check0.97
  72. COPY1.00
  73. AGENT REPORT1.00
  74. CATALOG1.00
  75. RESULT1.00
  76. EVIDENCE1.00
  77. No trust tour.1.00
  78. 5 free demos0.99
  79. sum = 120.98
  80. receipt + feed1.00
  81. Make the model bring back evidence from0.98
  82. demo.add + witness/hash0.98
  83. {a:7,b:5}0.99
  84. descriptor · offer0.95
  85. the live service.1.00
  86. receipt1.00
• 

  8:02 #22 done69 line(s)

  shot 22·sharpness 1225.2

  1. Chrome1.00
  2. File1.00
  3. Edit1.00
  4. View1.00
  5. History1.00
  6. Bookmarks1.00
  7. Profiles1.00
  8. Tab1.00
  9. Window1.00
  10. Help1.00
  11. 90.82
  12. ①0.85
  13. 96%0.86
  14. G0.68
  15. Fri Jun 26 18:530.98
  16. Froglet-Al-Engineer-Researc1.00
  17. Demo - Froglet0.94
  18. x0.55
  19. +0.99
  20. ←1.00
  21. →0.94
  22. froglet.dev/demo/1.00
  23. ☆0.99
  24. 白0.58
  25. Work1.00
  26. _0..0_ froglet0.93
  27. Home1.00
  28. Docs1.00
  29. Marketplace1.00
  30. Managed1.00
  31. Open source1.00
  32. G0.65
  33. OGitHub0.93
  34. STEP 1 / 110.96
  35. The network1.00
  36. Three roles, one protocol. Providers sell1.00
  37. resources. Requesters buy them.1.00
  38. Marketplaces help them find each other.0.99
  39. Learn more →0.98
  40. Every node can play multiple roles. A1.00
  41. provider1.00
  42. F^P1.00
  43. deal0.89
  44. requester1.00
  45. F^R1.00
  46. marketplace is itself a provider that sells1.00
  47. search. There are no special node classes.0.99
  48. froglet - zsh0.98
  49. register1.00
  50. discover1.00
  51. zoom0.95
  52. ~ ) FROGLET_PAYMENT_BACKEND=none0.96
  53. FROGLET_PUBLISH_DEMO_SERVICES=1 cargo run --0.97
  54. bin froglet-node1.00
  55. local assumption: 127.0.0.1:8080 and :80810.99
  56. are free0.94
  57. STARTUP OUTPUT (ABRIDGED)0.99
  58. M1.00
  59. Local Runtime API: http://127.0.0.1:80810.97
  60. marketplace1.00
  61. Local API Gateway: http://127.0.0.1:80801.00
  62. Node is now online and accepting traffic.1.00
  63. ->0.53
  64. Provider Froglet → F^P0.98
  65. Requester → F^R,0.99
  66. Marketplace → M0.99
  67. 40.94
  68. Back1.00
  69. Continue1.00
• 

  8:18 #23 skipped

  shot 23·duplicate of #22

Transcript

152 cues· 2,152 words· 11,811 chars