All markets
Market
Software delivery and reliability maintenance
How far AI got on each kind of work in this market, and the update that showed it.
Work
3
3 with evidence
Furthest level reached
L2
Partial automation
Evidence
6
1 pulled back by an evidence tier
Work in this market
Open a row to read the updates behind its level.
Build release pipelines and deploy versions2 evidence2 tasksL2Partial automation
| Published | Claimed | Evidence tier | Update | When |
|---|---|---|---|---|
| L1Assisted | L1 | T3Vendor self-report | Muse Code adds Monitor feature source | 2026-09-29 |
| L2Partial automation | L3↓ T3 allows only L2 | T3Vendor self-report | Alibaba Cloud Smart Studio enables MaaS build-out with BYO-Compute and BYO-Key source | 2026-08-24 |
Monitor service health and capacity3 evidence9 tasksL2Partial automation
| Published | Claimed | Evidence tier | Update | When |
|---|---|---|---|---|
| L2Partial automation | L2 | T3Vendor self-report | Muse Code adds Monitor feature source | 2026-09-29 |
| L2Partial automation | L2 | T3Vendor self-report | Azure Copilot Troubleshooting Agent reaches general availability source | 2026-09-09 |
| L2Partial automation | L2 | T3Vendor self-report | Azure SRE Agent adds 30-day free trial source | 2026-09-08 |
Resolve incidents and perform rollback and recovery1 evidence6 tasksL1Assisted
| Published | Claimed | Evidence tier | Update | When |
|---|---|---|---|---|
| L1Assisted | L1 | T3Vendor self-report | Azure SRE Agent adds 30-day free trial source | 2026-09-08 |
Occupations this market is served by
One market is served by several occupations, so these are not shares of a job.
| Occupation | Confidence |
|---|---|
| Web Administrators | 0.83 |
| Network and Computer Systems Administrators | 0.77 |
| Computer Systems Engineers/Architects | 0.69 |
| Software Developers | 0.62 |
| Microsystems Engineers | 0.62 |
| Database Administrators | 0.61 |
Where this page's numbers come from
- Snapshot
- snapshot-1
- Generated
- 2026-10-09 08:10 UTC
- Ontology
- 1.0.0
- Ontology schema
- 2.4.0
- Method version
- activity-level-1
- Content SHA-256
- 0b46df0246af8a1dc3fd9ce8e6ac9812925ace553984d2b7d45d363d32e27681
- Rows in this snapshot
- 10,482 work-to-task edges · 900 updates · 333 models · 58 topics · 1,888 market-to-occupation edges · 375 source accounts · 1 coverage record · 1 progress record · 11 non-technical conditions · 401 updates that landed on work · 1,102 evidence · 614 work in markets · 506 non-technical condition-to-work edges