uipath-integrations-python — Engineering Performance
9 engineers all time · May 2025 – Aug 2026 · built 2026-09-08 · GitHub
Performance snapshot
Today's rolling 90-day reading for uipath-integrations-python, compared with the start of the series. Pick a window to move that comparison point.
Avg. perf / dev / mo
+363.0%
0.27 → 1.26 ETV
Active engineers
±0%
4.0 → 4.0
Features
−24.8pp
57.8% → 33.0%
vs. UiPath
1.2x
0.21x → 1.2x · +21% above
uipath-integrations-python vs. UiPath
Per-engineer ETV for uipath-integrations-python against UiPath 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 uipath-integrations-python, against its pre-AI baseline. Each subject has its own: uipath-integrations-python's is 0.27 ETV / dev / mo, its first reading in August 2025. 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.
Cristian Pufu owns 51.9 % 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.
- 10.8ETVfeat: add uipath-claude-sdk integration packageradu-mocanu · 2101b1b3 · 2026-08-10
- 4.0ETVtest: raise integrations package coverage above 80%radu-mocanu · 1abc7bd3 · 2026-07-21
- 1.9ETVfeat: replace session-based state with checkpoints, add breakpoint system - Replace SqliteSessionStore with checkpoint-based persistence using the Agent Framework's CheckpointStorage protocol (SqliteCheckpointStorage, ScopedCheckpointStorage) - Add executor-level breakpoints that work with all agent types (RawAgent, Agent) by wrapping executor.execute() instead of using middleware - Fix concurrent breakpoint infinite loop by accumulating skip_nodes set across resumes instead of tracking a single skip_node - Fix wildcard breakpoint resolution for ["*"] list format from debug bridge - Fix spurious start executor STARTED events on breakpoint resume - Add HITL interrupt support, resumable storage with KV store, and session persistence via runtime_kv table - Update samples: replace quickstart-agent/multi-agent with quickstart-workflow/hitl-workflow/concurrent - Rewrite tests for checkpoint storage, streaming, and breakpoints (80 tests) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>Cristian Pufu · f636feea · 2026-02-20
- 1.5ETVfix: storage scoped to runtime idCristian Pufu · 8cc32025 · 2025-12-21
- 1.2ETVfix: resolve breakpoint infinite loop in debug streaming with cyclic topologies - Add checkpoint advancement detection to _get_breakpoint_skip() to correctly handle cyclic graphs (GroupChat, handoffs) where executors are visited on every cycle - Merge interrupt.py contents into breakpoints.py (AgentInterruptException, BreakpointMiddleware) - Add breakpoint integration tests for all sample topologies (group-chat, quickstart-workflow, concurrent, handoff, hitl-workflow) - Move agent-framework-orchestrations to main dependencies - Bump version to 0.0.5 - Fix all mypy errors across src and tests - Add LangChain integration to root README.md - Add .vscode/ to .gitignore Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>Cristian Pufu · 99f40862 · 2026-02-20
- 1.1ETVfeat: add multi-agent graph support and streaming improvements - Recursive graph building for multi-agent compositions - Refactor streaming into _StreamState class - Fix workflow reuse by removing agent caching - Add orchestration samples: concurrent, group-chat, handoff - Add streaming tests with real agents/workflows - Migrate to serialize_json across runtime packages Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>Cristian Pufu · 8e561870 · 2026-02-19
- 0.9ETVfix: reusable sqlite connectionCristian Pufu · 75aaefc9 · 2025-12-27
- 0.8ETVfix: add chat hitl for agent frameworkCristian Pufu · 273dbeb3 · 2026-02-21
- 0.8ETVfix: pydantic ai proper schema and events payloadCristian Pufu · 5ee2ee0e · 2026-03-01
- 0.7ETVfeat: add uipath-agent-framework integration package Add UiPath runtime integration for the Microsoft Agent Framework SDK, enabling discovery, schema inference, execution, and streaming of Agent Framework agents on the UiPath Cloud Platform. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>Cristian Pufu · ec5c7480 · 2026-02-19