System / Observatory

Watch the sausage being made

Every Pulse brief on this site is written by an agent pipeline: Watcher → Analyst → Writer → Fact-checker → Publisher. The runs, the cost, and the handoffs are all public.

Runs · 30d
276
Pipeline executions
Spend · 30d
$51.97
API + token costs
Quality · 30d
51%
Pipelines that shipped clean
Tokens · 30d
1.6M
Across Claude + Gemini

Pipeline quality

Completed vs failed runs per day

last 30d
Jul 3: 1 failedJul 3: 2 completedJul 4: 1 failedJul 4: 2 completedJul 6: 2 failedJul 6: 4 completedJul 7: 2 failedJul 7: 4 completedJul 8: 2 failedJul 8: 4 completedJul 9: 1 failedJul 9: 5 completedJul 10: 3 failedJul 10: 9 completedJul 11: 5 failedJul 11: 7 completedJul 12: 2 failedJul 12: 10 completedJul 13: 3 failedJul 13: 9 completedJul 14: 3 failedJul 14: 9 completedJul 15: 2 failedJul 15: 10 completedJul 16: 4 failedJul 16: 8 completedJul 17: 6 failedJul 17: 6 completedJul 18: 8 failedJul 18: 4 completedJul 19: 8 failedJul 19: 4 completedJul 20: 3 failedJul 20: 9 completedJul 21: 3 failedJul 21: 9 completedJul 22: 12 failedJul 23: 12 failedJul 24: 12 failedJul 25: 12 failedJul 26: 8 failedJul 26: 4 completedJul 27: 5 failedJul 27: 7 completedJul 28: 7 failedJul 28: 5 completedJul 29: 6 failedJul 29: 6 completedJul 30: 2 failedJul 30: 4 completed
Jul 1Jul 30

Pipeline spend

API + token cost per day

last 30d
Jul 1: $0.00Jul 2: $0.00Jul 3: $0.74Jul 4: $0.70Jul 5: $0.00Jul 6: $1.45Jul 7: $1.41Jul 8: $1.39Jul 9: $1.40Jul 10: $2.58Jul 11: $2.66Jul 12: $2.68Jul 13: $2.71Jul 14: $2.78Jul 15: $2.82Jul 16: $2.76Jul 17: $2.72Jul 18: $2.65Jul 19: $2.64Jul 20: $2.80Jul 21: $2.73Jul 22: $0.00Jul 23: $0.00Jul 24: $0.00Jul 25: $0.00Jul 26: $2.22Jul 27: $3.00Jul 28: $2.87Jul 29: $2.86Jul 30: $1.40
Jul 1Jul 30

Recent agent transcripts

  • Publisher5h ago

    Skipped publishing — fact-check failed for claude-code 2.1.219

  • Fact-checker5h ago

    Fact-check Claude Code 2.1.219: fail (accuracy: unknown)

  • Writer5h ago

    Drafted brief: Claude Code 2.1.219 (3999 chars)

  • Analyst5h ago

    Impact assessment for Claude Code 2.1.219: high impact

  • Watcher5h ago

    Analyzed Claude Code 2.1.219: major release with 8 key changes

Recent runs

completedClaude Code 2.1.219release_detected
7,927 tokens$0.267/30/2026, 6:31:53 AM
1Watcher✓
Analyzed Claude Code 2.1.219: major release with 8 key changes4.7s741 tok
2Analyst✓
Impact assessment for Claude Code 2.1.219: high impact17.1s3,115 tok
3Writer✓
Drafted brief: Claude Code 2.1.219 (3999 chars)17.7s1,963 tok
4Fact-Checker✓
Fact-check Claude Code 2.1.219: fail (accuracy: unknown)14.5s2,108 tok
5Publisher✓
Skipped publishing — fact-check failed for claude-code 2.1.2190
completedReplit Introducing Replit Designrelease_detected
6,413 tokens$0.227/30/2026, 6:31:03 AM
1Watcher✓
Analyzed Replit Introducing Replit Design: major release with 5 key changes4.5s570 tok
2Analyst✓
Impact assessment for Replit Introducing Replit Design: high impact9.8s2,390 tok
3Writer✓
Drafted brief: Replit Introducing Replit Design (3321 chars)15.6s1,439 tok
4Fact-Checker✓
Fact-check Replit Introducing Replit Design: fail (accuracy: unknown)17.1s2,014 tok
5Publisher✓
Skipped publishing — fact-check failed for replit Introducing Replit Design0
completedCursor unknownrelease_detected
7,150 tokens$0.247/30/2026, 6:30:11 AM
1Watcher✓
Analyzed Cursor unknown: major release with 6 key changes5.1s716 tok
2Analyst✓
Impact assessment for Cursor unknown: high impact14.5s2,778 tok
3Writer✓
Drafted brief: Cursor unknown (3532 chars)15.8s1,625 tok
4Fact-Checker✓
Fact-check Cursor unknown: fail (accuracy: unknown)13.5s2,031 tok
5Publisher✓
Skipped publishing — fact-check failed for cursor unknown0
failedClaude Code 2.1.219release_detected
6,992 tokens$0.237/30/2026, 12:32:44 AM
1Watcher✓
Analyzed Claude Code 2.1.219: major release with 8 key changes4.8s739 tok
2Analyst✓
Impact assessment for Claude Code 2.1.219: low impact16.9s3,149 tok
3Writer✓
Drafted brief: Claude Code 2.1.219 (3534 chars)18.0s1,292 tok
4Fact-Checker✓
Fact-check Claude Code 2.1.219: pass_with_notes (accuracy: 0.91)8.8s1,812 tok
5Publisher✗
EROFS: read-only file system, open '/var/task/content/pulse/briefs/claude-code-2-1-219-release.mdx'0
completedReplit Introducing Replit Designrelease_detected
6,568 tokens$0.227/30/2026, 12:31:49 AM
1Watcher✓
Analyzed Replit Introducing Replit Design: major release with 5 key changes4.4s575 tok
2Analyst✓
Impact assessment for Replit Introducing Replit Design: high impact16.6s2,435 tok
3Writer✓
Drafted brief: Replit Introducing Replit Design (3650 chars)16.8s1,543 tok
4Fact-Checker✓
Fact-check Replit Introducing Replit Design: fail (accuracy: unknown)15.0s2,015 tok
5Publisher✓
Skipped publishing — fact-check failed for replit Introducing Replit Design0
failedCursor unknownrelease_detected
7,134 tokens$0.237/30/2026, 12:30:58 AM
1Watcher✓
Analyzed Cursor unknown: major release with 6 key changes5.2s716 tok
2Analyst✓
Impact assessment for Cursor unknown: high impact14.1s2,814 tok
3Writer✓
Drafted brief: Cursor unknown (3361 chars)15.5s1,630 tok
4Fact-Checker✓
Fact-check Cursor unknown: pass (accuracy: 0.97)11.4s1,974 tok
5Publisher✗
EROFS: read-only file system, open '/var/task/content/pulse/briefs/cursor-unknown-release.mdx'0.0s
failedClaude Code 2.1.219release_detected
7,847 tokens$0.267/29/2026, 6:32:50 PM
1Watcher✓
Analyzed Claude Code 2.1.219: major release with 8 key changes5.0s738 tok
2Analyst✓
Impact assessment for Claude Code 2.1.219: high impact21.0s3,070 tok
3Writer✓
Drafted brief: Claude Code 2.1.219 (3877 chars)20.5s1,931 tok
4Fact-Checker✓
Fact-check Claude Code 2.1.219: pass_with_notes (accuracy: 0.92)14.2s2,108 tok
5Publisher✗
EROFS: read-only file system, open '/var/task/content/pulse/briefs/claude-code-2-1-219-release.mdx'0.0s
completedCursor unknownrelease_detected
6,855 tokens$0.227/29/2026, 6:31:59 PM
1Watcher✓
Analyzed Cursor unknown: minor release with 5 key changes4.2s579 tok
2Analyst✓
Impact assessment for Cursor unknown: medium impact12.6s2,732 tok
3Writer✓
Drafted brief: Cursor unknown (3411 chars)16.7s1,558 tok
4Fact-Checker✓
Fact-check Cursor unknown: fail (accuracy: unknown)15.4s1,986 tok
5Publisher✓
Skipped publishing — fact-check failed for cursor unknown0
completedReplit Introducing Replit Designrelease_detected
6,749 tokens$0.227/29/2026, 6:31:09 PM
1Watcher✓
Analyzed Replit Introducing Replit Design: major release with 5 key changes5.3s586 tok
2Analyst✓
Impact assessment for Replit Introducing Replit Design: high impact14.0s2,592 tok
3Writer✓
Drafted brief: Replit Introducing Replit Design (3204 chars)14.8s1,564 tok
4Fact-Checker✓
Fact-check Replit Introducing Replit Design: fail (accuracy: unknown)13.7s2,007 tok
5Publisher✓
Skipped publishing — fact-check failed for replit Introducing Replit Design0
completedCodex rust-v0.145.0release_detected
7,915 tokens$0.277/29/2026, 12:31:45 PM
1Watcher✓
Analyzed Codex rust-v0.145.0: major release with 14 key changes7.4s868 tok
2Analyst✓
Impact assessment for Codex rust-v0.145.0: high impact16.5s3,010 tok
3Writer✓
Drafted brief: Codex rust-v0.145.0 (4340 chars)19.9s2,008 tok
4Fact-Checker✓
Fact-check Codex rust-v0.145.0: fail (accuracy: 0.72)12.6s2,029 tok
5Publisher✓
Skipped publishing — fact-check failed for codex rust-v0.145.00
failedClaude Code 2.1.219release_detected
7,693 tokens$0.257/29/2026, 12:30:54 PM
1Watcher✓
Analyzed Claude Code 2.1.219: major release with 8 key changes4.5s677 tok
2Analyst✓
Impact assessment for Claude Code 2.1.219: high impact15.4s3,086 tok
3Writer✓
Drafted brief: Claude Code 2.1.219 (4196 chars)18.3s1,986 tok
4Fact-Checker✓
Fact-check Claude Code 2.1.219: pass_with_notes (accuracy: 0.82)11.1s1,944 tok
5Publisher✗
EROFS: read-only file system, open '/var/task/content/pulse/briefs/claude-code-2-1-219-release.mdx'0.0s
failedCursor unknownrelease_detected
6,361 tokens$0.207/29/2026, 12:30:10 PM
1Watcher✓
Analyzed Cursor unknown: minor release with 5 key changes6.2s572 tok
2Analyst✓
Impact assessment for Cursor unknown: medium impact12.3s2,660 tok
3Writer✓
Drafted brief: Cursor unknown (3105 chars)13.6s1,488 tok
4Fact-Checker✓
Fact-check Cursor unknown: pass (accuracy: 1)9.8s1,641 tok
5Publisher✗
EROFS: read-only file system, open '/var/task/content/pulse/briefs/cursor-unknown-release.mdx'0.0s
completedCodex rust-v0.145.0release_detected
8,088 tokens$0.267/29/2026, 6:31:51 AM
1Watcher✓
Analyzed Codex rust-v0.145.0: major release with 14 key changes6.0s851 tok
2Analyst✓
Impact assessment for Codex rust-v0.145.0: high impact16.5s3,131 tok
3Writer✓
Drafted brief: Codex rust-v0.145.0 (4058 chars)19.0s1,995 tok
4Fact-Checker✓
Fact-check Codex rust-v0.145.0: fail (accuracy: unknown)13.3s2,111 tok
5Publisher✓
Skipped publishing — fact-check failed for codex rust-v0.145.00
failedClaude Code 2.1.219release_detected
6,966 tokens$0.237/29/2026, 6:31:03 AM
1Watcher✓
Analyzed Claude Code 2.1.219: major release with 8 key changes4.9s738 tok
2Analyst✓
Impact assessment for Claude Code 2.1.219: low impact17.3s3,148 tok
3Writer✓
Drafted brief: Claude Code 2.1.219 (3399 chars)15.3s1,268 tok
4Fact-Checker✓
Fact-check Claude Code 2.1.219: pass_with_notes (accuracy: 0.9)8.9s1,812 tok
5Publisher✗
EROFS: read-only file system, open '/var/task/content/pulse/briefs/claude-code-2-1-219-release.mdx'0.0s
completedCursor unknownrelease_detected
6,702 tokens$0.227/29/2026, 6:30:11 AM
1Watcher✓
Analyzed Cursor unknown: minor release with 3 key changes5.0s556 tok
2Analyst✓
Impact assessment for Cursor unknown: medium impact12.6s2,630 tok
3Writer✓
Drafted brief: Cursor unknown (3411 chars)15.9s1,509 tok
4Fact-Checker✓
Fact-check Cursor unknown: fail (accuracy: unknown)16.8s2,007 tok
5Publisher✓
Skipped publishing — fact-check failed for cursor unknown0
failedCodex rust-v0.145.0release_detected
7,416 tokens$0.257/29/2026, 12:32:00 AM
1Watcher✓
Analyzed Codex rust-v0.145.0: major release with 14 key changes6.3s888 tok
2Analyst✓
Impact assessment for Codex rust-v0.145.0: low impact14.2s3,176 tok
3Writer✓
Drafted brief: Codex rust-v0.145.0 (3593 chars)15.9s1,345 tok
4Fact-Checker✓
Fact-check Codex rust-v0.145.0: pass_with_notes (accuracy: 0.92)10.4s2,007 tok
5Publisher✗
EROFS: read-only file system, open '/var/task/content/pulse/briefs/codex-rust-v0-145-0-release.mdx'0.0s
failedClaude Code 2.1.219release_detected
7,878 tokens$0.267/29/2026, 12:31:03 AM
1Watcher✓
Analyzed Claude Code 2.1.219: major release with 8 key changes4.5s698 tok
2Analyst✓
Impact assessment for Claude Code 2.1.219: high impact17.1s3,098 tok
3Writer✓
Drafted brief: Claude Code 2.1.219 (4151 chars)18.4s1,991 tok
4Fact-Checker✓
Fact-check Claude Code 2.1.219: pass_with_notes (accuracy: 0.78)15.2s2,091 tok
5Publisher✗
EROFS: read-only file system, open '/var/task/content/pulse/briefs/claude-code-2-1-219-release.mdx'0.0s
completedCursor unknownrelease_detected
6,859 tokens$0.227/29/2026, 12:30:10 AM
1Watcher✓
Analyzed Cursor unknown: minor release with 5 key changes5.1s575 tok
2Analyst✓
Impact assessment for Cursor unknown: medium impact12.5s2,679 tok
3Writer✓
Drafted brief: Cursor unknown (3885 chars)18.1s1,626 tok
4Fact-Checker✓
Fact-check Cursor unknown: fail (accuracy: unknown)15.1s1,979 tok
5Publisher✓
Skipped publishing — fact-check failed for cursor unknown0
completedCodex rust-v0.145.0release_detected
8,026 tokens$0.267/28/2026, 6:32:02 PM
1Watcher✓
Analyzed Codex rust-v0.145.0: major release with 14 key changes6.2s869 tok
2Analyst✓
Impact assessment for Codex rust-v0.145.0: high impact15.0s3,104 tok
3Writer✓
Drafted brief: Codex rust-v0.145.0 (3778 chars)17.3s1,919 tok
4Fact-Checker✓
Fact-check Codex rust-v0.145.0: fail (accuracy: unknown)12.8s2,134 tok
5Publisher✓
Skipped publishing — fact-check failed for codex rust-v0.145.00
failedClaude Code 2.1.219release_detected
7,397 tokens$0.247/28/2026, 6:31:13 PM
1Watcher✓
Analyzed Claude Code 2.1.219: major release with 8 key changes5.0s742 tok
2Analyst✓
Impact assessment for Claude Code 2.1.219: high impact15.4s3,065 tok
3Writer✓
Drafted brief: Claude Code 2.1.219 (4077 chars)17.2s1,929 tok
4Fact-Checker✓
Fact-check Claude Code 2.1.219: pass (accuracy: 1)7.2s1,661 tok
5Publisher✗
EROFS: read-only file system, open '/var/task/content/pulse/briefs/claude-code-2-1-219-release.mdx'0.0s