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Summary of What Needs to be Done: Add a new variant or component to the framework that complements the existing surface
area without overlapping existing classes. Self-contained submission folder under ...
component
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
type:feature
Summary of What Needs to be Done: Add a new variant or component to the framework that complements the existing surface
area without overlapping existing classes. Self-contained submission folder under ...
component
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
type:feature
System: RTX 3080 Ti, CUDA 12.4, Driver 550.142 Issue: solver daemon runs with --backend cuda but nvidia-smi shows 0% GPU
utilization Fallback: Miner works on CPU backend instead (48 N/s vs expected 900+ ...
Problem / Goal
The pipeline may need to be shared with people who don t have Python or this repo set up. They need a normal Windows
installer.exe they can download and run. Deploy for this project = merge ...
Summary of What Needs to be Done: Add a new variant or component to the framework that complements the existing surface
area without overlapping existing classes. Self-contained submission folder under ...
component
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
type:feature
Summary of What Needs to be Done: Add a new variant or component to the framework that complements the existing surface
area without overlapping existing classes. Self-contained submission folder under ...
component
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
type:feature
Motivation
Mimosa-AI already has a strong Darwinian workflow loop and several open issues around mutation, evaluation, pattern
memory, and program-based evaluators. This issue is intentionally narrower: ...
Problem / Goal
The pipeline has zero automated tests. Nothing protects existing behavior when new features are added — regressions are
only discovered by running the full pipeline against real data and ...
Problem / Goal
Tests only protect the codebase if they actually run on every change. Without CI, a PR can be merged with failing tests.
The merge gate should be computed by GitHub, not trusted from whoever ...
Summary of What Needs to be Done: Add a new variant or component to the framework that complements the existing surface
area without overlapping existing classes. Self-contained submission folder under ...
component
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
type:feature

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