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repowisejzacharie/pylos

Commits

Every commit scored for change-risk against this repo's own history, so 'elevated' means elevated here rather than on some global curve.

Needs review

98of 306 scored

98 commits sit in this repo's top risk tercile, which is 32% of the 306scored. The cut is drawn against this codebase's own history rather than a global curve, so a quiet repo still fills its top band, and here it starts at 8.0 out of 10. What pushes a commit up is size and spread together: a large change confined to one area scores below a smaller one scattered across a dozen files.

Fix commits5117%Commits whose subject reads as a bug fix rather than new work.Written by an agent21%Read from commit trailers, so it counts what was declared.Change diffusion0.91bitsShannon entropy of a commit's churn across its files. Zero is a single file, and every extra bit is a doubling of how widely the change spread.Review threshold8.0out of 10Score a commit has to clear to land in this repo's top tercile.

How the work changed shape

Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.

Began feature-led, now leaning chore.

Feature43%
Fix15%
Refactor11%
Docs4%
Test1%
Chore25%
Other1%
1%of indexed commits are agent-attributed(2 of 306)
opencode (2)

Review-priority queue

Ranked by change-risk, highest first. Priority is a tercile of this repo's own distribution, so a quiet repo still fills its top band.

Commit review-priority queue
#CommitAuthorWhenLinesRiskTop driver
1
b90d7895feat: configurable RAG plugin, complete dashboard UI, and full audit resolution
JZacharieopencodeassisted
1mo ago+8.4K -75
100%Elevated
more lines added than baseline
2
a66a0353feat: configurable RAG plugin, complete dashboard UI, and full audit resolution
JZacharieopencodeassisted
1mo ago+8.4K -75
100%Elevated
more lines added than baseline
3
be9938a7feat: implement model catalog UI, add multi-provider support, and configure project management agents and documentation
JZacharie
3mo ago+9.3K -475
100%Elevated
more lines added than baseline
4
73925a79feat: implement organization management and enhance budget tracking UI
JZacharie
2mo ago+3.6K -216
99%Elevated
more lines added than baseline
5
2bd0dcf5chore: update and populate ui dependency node_modules directory
JZacharie
3mo ago+6.8K -33
99%Elevated
more lines added than baseline
6
57f40443feat: implement AWS Bedrock provider support with Converse API and configurable IAM role assumption
JZacharie
3mo ago+5.1K -156
99%Elevated
more lines added than baseline
7
e3e84e36feat: implement circuit breaker pattern and weighted provider selection in InferenceOrchestrator
JZacharie
2mo ago+1.9K -46
98%Elevated
more lines added than baseline
8
a1fe607bfeat: implement AI gateway inference orchestration with OpenAI and Anthropic support, including SSE streaming, virtual key authentication, and observability.
JZacharie
3mo ago+2.6K -24
98%Elevated
more lines added than baseline
9
84c5657bfeat: implement MCP server proxy support with database storage, Helm templates, and reference examples
JZacharie
2mo ago+1.5K -2
96%Elevated
more lines added than baseline
10
49b2f60ffeat: implement vector store management API and add model favoriting to playground UI
JZacharie
2mo ago+1.2K -31
96%Elevated
more lines added than baseline
11
1e1ad2b1feat: implement PostgreSQL log store with migration support for requests, budgets, and rate limits.
JZacharie
3mo ago+1.4K -881
96%Elevated
more lines added than baseline
12
b799766efeat: implement management authentication, add model catalog CRUD endpoints, and refactor config access and provider utilities
JZacharie
3mo ago+2.3K -473
96%Elevated
more lines added than baseline
13
d57fde06feat: add provider inference, virtual key tracking, and modular plugin support for rate limiting, budgeting, and OpenTelemetry monitoring
JZacharie
3mo ago+1.2K -323
96%Elevated
more lines added than baseline
14
d29656d9feat: implement ConfigStore for hash-based configuration management and hot-reloading
JZacharie
3mo ago+1.1K -1
96%Elevated
more lines added than baseline
15
697c0d50feat: add Grafana dashboard for NVIDIA DCGM exporter metrics
JZacharie
2mo ago+852 -0
95%Elevated
more lines added than baseline
16
414e3c13feat: implement provider management interface with full CRUD support for API keys and network configurations
JZacharie
3mo ago+967 -57
95%Elevated
more lines added than baseline
17
442eda44feat: introduce advanced RAG configuration with support for multiple model routes, query transformation, and CRAG fallback logic
JZacharie
1mo ago+935 -323
93%Elevated
more lines added than baseline
18
8d78a976feat: introduce advanced RAG configuration with support for multiple model routes, query transformation, and CRAG fallback logic
JZacharie
2mo ago+935 -323
93%Elevated
more lines added than baseline
19
5d85913efeat: implement OpenAI batching and request coalescing logic in BatchingPlugin
JZacharie
2mo ago+1.0K -31
93%Elevated
more lines added than baseline
20
a928b40cfeat: upgrade PrefixCache to support partial matching and add dynamic configuration for StructuredOutput and PrefixCache plugins
JZacharie
2mo ago+522 -102
93%Elevated
more lines added than baseline
21
d7e8b2eefeat: add guardrails monitoring backend API and UI page for tracking triggered events and statistics
JZacharie
2mo ago+1.1K -14
93%Elevated
more lines added than baseline
22
5190a0fffeat: implement persistent memory system using Mem0 and integrate with application and server state
JZacharie
2mo ago+891 -0
93%Elevated
more lines added than baseline
23
5519aef3feat: add LiteLLM-style configuration overrides to the model catalog schema and data models
JZacharie
2mo ago+836 -124
93%Elevated
more lines added than baseline
24
4ab50c8bfeat: centralize database connection management using a new DbPool type and add cross-store integration tests
JZacharie
3mo ago+566 -357
93%Elevated
more lines added than baseline
25
b3c016bdrefactor: apply consistent code formatting and simplify database migration logic across application stores
JZacharie
3mo ago+574 -171
93%Elevated
more lines added than baseline
26
503f841dfeat(ui): redesign dashboard with Linear/Vercel aesthetic
ezekiel444
3mo ago+492 -430
93%Elevated
more lines added than baseline
27
245fca4adoc: add pylos.json reference
Thybaau
1mo ago+472 -0
91%Elevated
more lines added than baseline
28
0fd3767ffeat: add pricing data reload functionality with status tracking and database schema updates
JZacharie
2mo ago+720 -280
91%Elevated
more lines added than baseline
29
cbbccc2cfeat: integrate Prometheus metrics for Gemini API key monitoring and configure AI secret management in Helm deployments
JZacharie
2mo ago+795 -136
91%Elevated
more lines added than baseline
30
f31f8abffeat: implement persistent search tool configuration storage and API endpoints
JZacharie
2mo ago+641 -22
91%Elevated
more lines added than baseline
31
18d88e46feat: implement OIDC authentication, prompt template registry, and infrastructure for request batching and prefix caching
JZacharie
2mo ago+693 -11
91%Elevated
more lines added than baseline
32
84d0c667feat: implement VirtualKeyStore with cross-database support and add required migrations
JZacharie
3mo ago+758 -64
91%Elevated
more lines added than baseline
33
eb213ec9feat: implement core config store with hot-reload and add admin middleware for request authorization
Your Name
1mo ago+588 -76
88%Elevated
more lines added than baseline
34
f703268cdocs: update notebooklm documentation with latest feature descriptions
JZacharie
1mo ago+414 -40
88%Elevated
more lines added than baseline
35
41415ab9docs: update notebooklm documentation with latest feature descriptions
JZacharie
2mo ago+414 -40
88%Elevated
more lines added than baseline
36
9b39461afeat: implement user playgroup quarantine system and secure virtual key storage with encrypted hashes
JZacharie
2mo ago+605 -38
88%Elevated
more lines added than baseline
37
0a7d387ddocs: add Spanish and French documentation and update auth module documentation in README
JZacharie
2mo ago+461 -117
88%Elevated
more lines added than baseline
38
8f09ea7afeat: implement authentication flow with login/callback pages and protected admin routes
JZacharie
2mo ago+699 -97
88%Elevated
more lines added than baseline
39
f741e92dfeat: add metadata fields to virtual keys and update database schema and UI accordingly
JZacharie
2mo ago+617 -426
88%Elevated
more lines added than baseline
40
bb49f25dfeat: implement playground page and backend API for model discovery and provider heuristics
JZacharie
3mo ago+807 -19
88%Elevated
more lines added than baseline
41
fbc6e35ffeat: implement first-time setup flow with administrative password initialization and secure hash-based authentication
JZacharie
1mo ago+538 -58
85%Elevated
more lines added than baseline
42
dabb9b72feat: implement first-time setup flow with administrative password initialization and secure hash-based authentication
JZacharie
1mo ago+538 -58
85%Elevated
more lines added than baseline
43
6571cb4arefactor: migrate UI theme to indigo, add model hashing utility, and implement tab-based navigation layout
JZacharie
2mo ago+353 -258
85%Elevated
more lines added than baseline
44
c77e83f9refactor: modularize environment provider detection and implement comprehensive inference metrics tracking
JZacharie
2mo ago+518 -513
85%Elevated
more lines added than baseline
45
83026f78feat: add administration and configuration pages to UI and implement database persistence for gateway configuration
JZacharie
2mo ago+362 -7
85%Elevated
more lines added than baseline
46
27d70400feat: add persistent storage and API endpoints for managing system prompts
JZacharie
2mo ago+453 -104
85%Elevated
more lines added than baseline
47
fa5d107cfeat: add RUM Analytics dashboard to monitor provider usage, latency, and cost savings
JZacharie
2mo ago+523 -0
85%Elevated
more lines added than baseline
48
1939698ffeat: implement OpenAI-compatible Image Generation API (POST /v1/images/generations)
JZacharie
3mo ago+406 -42
85%Elevated
more lines added than baseline
49
0fde21b9feat: add DeepSeek, Perplexity, Nebius, Cerebras, and XAI support with centralized model provider guessing logic
JZacharie
3mo ago+609 -118
85%Elevated
more lines added than baseline
50
873d87fdfeat: add Caveman Mode and input shrinking support to inference API and Playground UI
JZacharie
2mo ago+430 -5
83%Elevated
more lines added than baseline
  • b90d7895feat: configurable RAG plugin, complete dashboard UI, and full audit resolution
    Author
    JZacharie
    When
    1mo ago
    Lines
    +8.4K -75
    Risk
    100%Elevated
  • a66a0353feat: configurable RAG plugin, complete dashboard UI, and full audit resolution
    Author
    JZacharie
    When
    1mo ago
    Lines
    +8.4K -75
    Risk
    100%Elevated
  • be9938a7feat: implement model catalog UI, add multi-provider support, and configure project management agents and documentation
    Author
    JZacharie
    When
    3mo ago
    Lines
    +9.3K -475
    Risk
    100%Elevated
  • 73925a79feat: implement organization management and enhance budget tracking UI
    Author
    JZacharie
    When
    2mo ago
    Lines
    +3.6K -216
    Risk
    99%Elevated
  • 2bd0dcf5chore: update and populate ui dependency node_modules directory
    Author
    JZacharie
    When
    3mo ago
    Lines
    +6.8K -33
    Risk
    99%Elevated
  • 57f40443feat: implement AWS Bedrock provider support with Converse API and configurable IAM role assumption
    Author
    JZacharie
    When
    3mo ago
    Lines
    +5.1K -156
    Risk
    99%Elevated
  • e3e84e36feat: implement circuit breaker pattern and weighted provider selection in InferenceOrchestrator
    Author
    JZacharie
    When
    2mo ago
    Lines
    +1.9K -46
    Risk
    98%Elevated
  • a1fe607bfeat: implement AI gateway inference orchestration with OpenAI and Anthropic support, including SSE streaming, virtual key authentication, and observability.
    Author
    JZacharie
    When
    3mo ago
    Lines
    +2.6K -24
    Risk
    98%Elevated
  • 84c5657bfeat: implement MCP server proxy support with database storage, Helm templates, and reference examples
    Author
    JZacharie
    When
    2mo ago
    Lines
    +1.5K -2
    Risk
    96%Elevated
  • 49b2f60ffeat: implement vector store management API and add model favoriting to playground UI
    Author
    JZacharie
    When
    2mo ago
    Lines
    +1.2K -31
    Risk
    96%Elevated
  • 1e1ad2b1feat: implement PostgreSQL log store with migration support for requests, budgets, and rate limits.
    Author
    JZacharie
    When
    3mo ago
    Lines
    +1.4K -881
    Risk
    96%Elevated
  • b799766efeat: implement management authentication, add model catalog CRUD endpoints, and refactor config access and provider utilities
    Author
    JZacharie
    When
    3mo ago
    Lines
    +2.3K -473
    Risk
    96%Elevated
  • d57fde06feat: add provider inference, virtual key tracking, and modular plugin support for rate limiting, budgeting, and OpenTelemetry monitoring
    Author
    JZacharie
    When
    3mo ago
    Lines
    +1.2K -323
    Risk
    96%Elevated
  • d29656d9feat: implement ConfigStore for hash-based configuration management and hot-reloading
    Author
    JZacharie
    When
    3mo ago
    Lines
    +1.1K -1
    Risk
    96%Elevated
  • 697c0d50feat: add Grafana dashboard for NVIDIA DCGM exporter metrics
    Author
    JZacharie
    When
    2mo ago
    Lines
    +852 -0
    Risk
    95%Elevated
  • 414e3c13feat: implement provider management interface with full CRUD support for API keys and network configurations
    Author
    JZacharie
    When
    3mo ago
    Lines
    +967 -57
    Risk
    95%Elevated
  • 442eda44feat: introduce advanced RAG configuration with support for multiple model routes, query transformation, and CRAG fallback logic
    Author
    JZacharie
    When
    1mo ago
    Lines
    +935 -323
    Risk
    93%Elevated
  • 8d78a976feat: introduce advanced RAG configuration with support for multiple model routes, query transformation, and CRAG fallback logic
    Author
    JZacharie
    When
    2mo ago
    Lines
    +935 -323
    Risk
    93%Elevated
  • 5d85913efeat: implement OpenAI batching and request coalescing logic in BatchingPlugin
    Author
    JZacharie
    When
    2mo ago
    Lines
    +1.0K -31
    Risk
    93%Elevated
  • a928b40cfeat: upgrade PrefixCache to support partial matching and add dynamic configuration for StructuredOutput and PrefixCache plugins
    Author
    JZacharie
    When
    2mo ago
    Lines
    +522 -102
    Risk
    93%Elevated
  • d7e8b2eefeat: add guardrails monitoring backend API and UI page for tracking triggered events and statistics
    Author
    JZacharie
    When
    2mo ago
    Lines
    +1.1K -14
    Risk
    93%Elevated
  • 5190a0fffeat: implement persistent memory system using Mem0 and integrate with application and server state
    Author
    JZacharie
    When
    2mo ago
    Lines
    +891 -0
    Risk
    93%Elevated
  • 5519aef3feat: add LiteLLM-style configuration overrides to the model catalog schema and data models
    Author
    JZacharie
    When
    2mo ago
    Lines
    +836 -124
    Risk
    93%Elevated
  • 4ab50c8bfeat: centralize database connection management using a new DbPool type and add cross-store integration tests
    Author
    JZacharie
    When
    3mo ago
    Lines
    +566 -357
    Risk
    93%Elevated
  • b3c016bdrefactor: apply consistent code formatting and simplify database migration logic across application stores
    Author
    JZacharie
    When
    3mo ago
    Lines
    +574 -171
    Risk
    93%Elevated
  • 503f841dfeat(ui): redesign dashboard with Linear/Vercel aesthetic
    Author
    ezekiel444
    When
    3mo ago
    Lines
    +492 -430
    Risk
    93%Elevated
  • 245fca4adoc: add pylos.json reference
    Author
    Thybaau
    When
    1mo ago
    Lines
    +472 -0
    Risk
    91%Elevated
  • 0fd3767ffeat: add pricing data reload functionality with status tracking and database schema updates
    Author
    JZacharie
    When
    2mo ago
    Lines
    +720 -280
    Risk
    91%Elevated
  • cbbccc2cfeat: integrate Prometheus metrics for Gemini API key monitoring and configure AI secret management in Helm deployments
    Author
    JZacharie
    When
    2mo ago
    Lines
    +795 -136
    Risk
    91%Elevated
  • f31f8abffeat: implement persistent search tool configuration storage and API endpoints
    Author
    JZacharie
    When
    2mo ago
    Lines
    +641 -22
    Risk
    91%Elevated
  • 18d88e46feat: implement OIDC authentication, prompt template registry, and infrastructure for request batching and prefix caching
    Author
    JZacharie
    When
    2mo ago
    Lines
    +693 -11
    Risk
    91%Elevated
  • 84d0c667feat: implement VirtualKeyStore with cross-database support and add required migrations
    Author
    JZacharie
    When
    3mo ago
    Lines
    +758 -64
    Risk
    91%Elevated
  • eb213ec9feat: implement core config store with hot-reload and add admin middleware for request authorization
    Author
    Your Name
    When
    1mo ago
    Lines
    +588 -76
    Risk
    88%Elevated
  • f703268cdocs: update notebooklm documentation with latest feature descriptions
    Author
    JZacharie
    When
    1mo ago
    Lines
    +414 -40
    Risk
    88%Elevated
  • 41415ab9docs: update notebooklm documentation with latest feature descriptions
    Author
    JZacharie
    When
    2mo ago
    Lines
    +414 -40
    Risk
    88%Elevated
  • 9b39461afeat: implement user playgroup quarantine system and secure virtual key storage with encrypted hashes
    Author
    JZacharie
    When
    2mo ago
    Lines
    +605 -38
    Risk
    88%Elevated
  • 0a7d387ddocs: add Spanish and French documentation and update auth module documentation in README
    Author
    JZacharie
    When
    2mo ago
    Lines
    +461 -117
    Risk
    88%Elevated
  • 8f09ea7afeat: implement authentication flow with login/callback pages and protected admin routes
    Author
    JZacharie
    When
    2mo ago
    Lines
    +699 -97
    Risk
    88%Elevated
  • f741e92dfeat: add metadata fields to virtual keys and update database schema and UI accordingly
    Author
    JZacharie
    When
    2mo ago
    Lines
    +617 -426
    Risk
    88%Elevated
  • bb49f25dfeat: implement playground page and backend API for model discovery and provider heuristics
    Author
    JZacharie
    When
    3mo ago
    Lines
    +807 -19
    Risk
    88%Elevated
  • fbc6e35ffeat: implement first-time setup flow with administrative password initialization and secure hash-based authentication
    Author
    JZacharie
    When
    1mo ago
    Lines
    +538 -58
    Risk
    85%Elevated
  • dabb9b72feat: implement first-time setup flow with administrative password initialization and secure hash-based authentication
    Author
    JZacharie
    When
    1mo ago
    Lines
    +538 -58
    Risk
    85%Elevated
  • 6571cb4arefactor: migrate UI theme to indigo, add model hashing utility, and implement tab-based navigation layout
    Author
    JZacharie
    When
    2mo ago
    Lines
    +353 -258
    Risk
    85%Elevated
  • c77e83f9refactor: modularize environment provider detection and implement comprehensive inference metrics tracking
    Author
    JZacharie
    When
    2mo ago
    Lines
    +518 -513
    Risk
    85%Elevated
  • 83026f78feat: add administration and configuration pages to UI and implement database persistence for gateway configuration
    Author
    JZacharie
    When
    2mo ago
    Lines
    +362 -7
    Risk
    85%Elevated
  • 27d70400feat: add persistent storage and API endpoints for managing system prompts
    Author
    JZacharie
    When
    2mo ago
    Lines
    +453 -104
    Risk
    85%Elevated
  • fa5d107cfeat: add RUM Analytics dashboard to monitor provider usage, latency, and cost savings
    Author
    JZacharie
    When
    2mo ago
    Lines
    +523 -0
    Risk
    85%Elevated
  • 1939698ffeat: implement OpenAI-compatible Image Generation API (POST /v1/images/generations)
    Author
    JZacharie
    When
    3mo ago
    Lines
    +406 -42
    Risk
    85%Elevated
  • 0fde21b9feat: add DeepSeek, Perplexity, Nebius, Cerebras, and XAI support with centralized model provider guessing logic
    Author
    JZacharie
    When
    3mo ago
    Lines
    +609 -118
    Risk
    85%Elevated
  • 873d87fdfeat: add Caveman Mode and input shrinking support to inference API and Playground UI
    Author
    JZacharie
    When
    2mo ago
    Lines
    +430 -5
    Risk
    83%Elevated
Showing 50 of 306 commits

How the score behaves here

Change risk →

Two views of the same model: where the cuts fall, and what commit shape lands you above them.

Score distribution

Every scored commit, binned on the raw 0 to 10 score rather than the percentile. Percentile ranks are uniform by construction, so that axis has no shape to draw. The dashed lines are the tercile cuts behind each row's priority pill.

037typical ↑↑ elevated0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 200 most recent commits, on their own recency sample rather than the feed above: that defaults to risk-sorted, so reusing it would plot only the top tercile and call it the spread. Big and scattered is what the model penalises. Click a dot to open it.

1101001,000Lines changed (log) →0.04.1Diffusion →
Below typical61
Typical71
Elevated68

Commit history for jzacharie/pylos

Repowise tracks change history across 169 files in jzacharie/pylos. In the last 90 days 169 files were touched, 936 times in total, most often state.rs. Every commit is scored for change risk from its size, spread and the history of the files it touches.