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maka vs mini-swe-agent

Apache-incubating agent workspace where the append-only run log IS the runtime: desktop, TUI, CLI and Eval are thin clients of one host, and every harness benchmark ships with per-task records. — versus — The 100-line agent from the SWE-bench team: >74% on SWE-bench Verified with no tools but bash, no config sprawl — the reference minimal harness, adopted by Meta, NVIDIA and Ramp.

The curated verdict

Both measure themselves on SWE-bench with the official verifier and publish results. mini-swe-agent is 100 lines and bash; Maka is a full workspace with a durable event log. Opposite ends of the same yardstick.

makamini-swe-agent
Stars4.8k6.9k
Forks453964
LanguageTypeScriptPython
LicenseApache-2.0MIT
Last activitytoday2 days ago
Topicscoding, agentscoding, agents
Curated connections47

maka — the curator's take

Pick Maka if you want a coding-agent harness that treats measurement as the product: every model message, tool call, permission and termination is a RuntimeEvent; the UI, the next prompt and crash recovery are projections of that log; and the project publishes per-task results against other harnesses on the same model with the official verifier. Sessions stay local, you bring the model (API, local, or a gateway). NOT a release yet — no ASF release exists, nightlies are unsigned previews — and NOT the lightest: the discipline is the point. If you want a 100-line agent to read, that's elsewhere on the map.

mini-swe-agent — the curator's take

The existence proof that most harness complexity is optional: the team that built SWE-bench and SWE-agent asked what a 100x simpler agent loses — the answer is almost nothing (>74% Verified), which is why it became the standard baseline harness for benchmarking models (Ramp's SWE-bench, DeepSWE — where it beats Claude Code and Codex as a harness). Read it to understand agents; use it to evaluate models fairly. NOT a daily driver: no MCP, no skills, no IDE plumbing — by design. If you're choosing a tool to ship features with, this is the control group, not the product.