aws-sdk-net — Engineering Performance
2 engineers all time · Jan 2025 – Mar 2026 · built 2026-09-30 · GitHub
Performance snapshot
Today's rolling 90-day reading for aws-sdk-net, compared with the start of the series. Pick a window to move that comparison point.
Avg. perf / dev / mo
−100.0%
0.17 → 0.00 ETV
Active engineers
−100.0%
1.0 → 0.0
Features
−21.2pp
21.2% → 0.0%
aws-sdk-net vs. AWS
Per-engineer ETV for aws-sdk-net against AWS as a whole. Both lines are 90-day rolling averages scaled to a 30-day month, so they share one axis and can be read against each other at any point. Pick a window to zoom the chart to it.
Performance Composition
Each month's output split by type of work: Features (new value), Maintenance (sustaining systems), Tests, Docs, and Fixes (rework). The yellow line is output per engineer, so when it rises each engineer is delivering more, whatever the team size did. Unit: Engineering Throughput Value (ETV).
Engineering capacity
Effective engineers behind aws-sdk-net, against its pre-AI baseline. Each subject has its own: aws-sdk-net's is 0.86 ETV / dev / mo, its first reading in its first reading. Per-engineer ETV divided by that gives a capacity multiple, and that multiple applied to the engineers active in the trailing 90 days turns it into engineer-equivalents. The line is the real headcount, so the gap between line and area is what the leverage is worth. Because each baseline is its own, every subject opens at 1.0x on its first day: multiples measure improvement and are not comparable between subjects.
Knowledge concentration
How dependent is this repo on a small number of engineers? Higher top-1 share = higher key-person risk.
Stephen Toub owns 91.7 % of commits.
Behind the numbers
Written summary of the work completed each month.
No monthly reports available yet.
Most impactful commits
Top 10 by ETV in the all-time window.
- 3.0ETVUpdate IChatClient with support from latest bedrock runtime / M.E.AI (#4184) * Update IChatClient with support from latest bedrock runtime / M.E.AI - Updates to M.E.AI.Abstractions 10.4.0 - Adds support for multi-modal tool returns. - Adds support for citations with URIs. - Adds support for cached tokens in usage details. - Adds support for reasoning. - Adds a ton of tests verifying IChatClient behavior around the underlying IAmazonBedrockRuntime.Stephen Toub · eee73cad · 2026-03-16
- 0.3ETVUpdate Microsoft.Extensions.AI to 9.3.0-preview.1.25114.11 (#3656)Stephen Toub · fdb5b259 · 2025-02-19
- 0.3ETVUpdate to Microsoft.Extensions.AI.Abstractions 9.9.0 (#3960) * Update to M.E.AI 9.9 - Set new ChatMessage.CreatedAt property - Set and use new DataContent.Name property - Added citations to BedrockChatClient - Added implementation of IImageGenerator (as [Experimental] because the interface is itself [Experimental])Stephen Toub · 1b22dba4 · 2025-09-15
- 0.2ETVUpdate Microsoft.Extensions.AI version and improve chat client for AWS updates (#3788) * Update Microsoft.Extensions.AI version and improve chat client for AWS updates - Bumped version number to 9.4.3-preview.1.25230.7 - Renamed some methods and arguments to match other implementations - Added support for TextReasoningContent - Ensured underlying objects propagated out as RawRepresentation - Added message and response IDs, along with setting additional metadata - Propagate cached token counts to UsageDetailsStephen Toub · 329121c9 · 2025-05-06
- 0.2ETVUpdate BedrockChatClient with support for Instructions/RawRepresentationFactory (#3906) * Update BedrockChatClient with support for Instructions/RawRepresentationFactory - ChatOptions.RawRepresentationFactory, to support "breaking glass" if someone wants to set Converse{Stream}Request properties that aren't available via messages/options directly. - ChatOptions.Instructions, as a non-messages way to set a system prompt.Stephen Toub · 60c6508d · 2025-07-09
- 0.1ETVUpdate to M.E.AI to 9.3.0-preview.1.25161.3Stephen Toub · d32fd151 · 2025-03-11
- 0.1ETVUpdate Microsoft.Extensions.AI to 9.1.0-preview.1.25064.3 and incorporate video blocks (#3607)Stephen Toub · 1ac6f7e7 · 2025-01-16
- 0.1ETVBugFix Issue #3731 json schema input schema (#3845)Roger Barreto · ed5a1c11 · 2025-06-03
- 0.1ETVFix a few issues with BedrockChatClient (#4015)Stephen Toub · 12fd0065 · 2025-09-22
- 0.1ETVTweak BedrockChatClient to compensate for missing content (#4025) * Tweak BedrockChatClient to compensate for missing content The service sends back failure if there's no content in the request or if there's any content with empty or blank text.Stephen Toub · ffa9e7da · 2025-10-07