Zed Improved. Aiming to improve upon Zed and make a truly delightful code editor. https://zed.dev
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Max Brunsfeld 36d02de784
Rework eval to support interpretable scores and efficient repetitions (#29197)
### Problem

We want to start continuously tracking our progress on agent evals over
time. As part of this, we'd like the *score* to have a clear,
interpretable meaning. Right now, it's a number from 0 to 5, but it's
not clear what any particular number works. In addition, scores vary
widely from run to run, because the agent's output is deterministic. We
try to stabilize the score using a panel of judges, but the behavior of
the agent itself varies much more widely than the judges' scores for a
given run.

### Solution

* **explicit meanings of scores** - In this PR, we're prescribing the
diff and thread criteria files so that they *must* be unordered lists of
assertions. For both the thread and the diff, rather than providing an
abstract score, the judge's task is simply to count how many of these
assertions are satisfied. A percentage score can be derived from this
number, divided by the total number of assertions.
* **repetitions** - Rather than running each example once, and judging
it N times, we'll **run** the example N times. Right now, I'm just
judging the output once per run, because I believe that with these more
clear scoring criteria, the main source of non-determinism will be the
*agent's* behavior, not the judge's

### Questions

* **accounting for diagnostic errors** - Previously, the judge was asked
to incorporate diagnostics into their abstract scores. Now that the
"score" is determined directly from the criteria, the diagnostic will
not be captured in the score. How should the diagnostics be accounted
for in the eval? One thought is - let's simply count and report the
number of errors remaining after the agent finishes, as a separate field
of the run (along with diff score and thread score). We could consider
normalizing it using the total lines of added code (like errors per 100
lines of code added) in order to give it some semblance of stability
between examples.

* **repetitions** - How many repetitions should we run on CI? Each
repetition takes significant time, but I think running more than one
repetition will make the scores significantly less volatile.

### Todo

* [x] Fix `--concurrency` implementation so that only N tasks are
spawned
* [x] Support `--repetitions` efficiently (re-using the same worktree)
* [x] Restructure judge prompts to count passing criteria, not compute
abstract score
* [x] Report total number of diagnostics in some way
* [x] Format output nicely

Release Notes:

- N/A *or* Added/Fixed/Improved ...

---------

Co-authored-by: Antonio Scandurra <me@as-cii.com>
2025-04-22 14:00:09 +00:00
.cargo nix: Clean up build (#27881) 2025-04-01 22:35:15 +00:00
.cloudflare docs: Document context servers (#21170) 2024-11-25 11:05:14 -05:00
.config workspace-hack: remove openssl from remote_server (#27990) 2025-04-03 00:49:07 +00:00
.github Rework eval to support interpretable scores and efficient repetitions (#29197) 2025-04-22 14:00:09 +00:00
.zed Add eval worktrees and repos to file_scan_exclusions in zed project settings (#29106) 2025-04-19 23:43:54 +00:00
assets agent: Support pasting images as context (#29177) 2025-04-22 09:01:01 +00:00
crates Rework eval to support interpretable scores and efficient repetitions (#29197) 2025-04-22 14:00:09 +00:00
docs editor: Improve selection highlights speed (#29097) 2025-04-20 01:20:36 +05:30
extensions html: Improve syntax highlighting (#28184) 2025-04-17 13:40:56 -04:00
legal legal: Terms of Use (2025-02-13) (#24803) 2025-02-13 09:41:43 -05:00
nix nix: Add libX11 dependency for X11 support (#28938) 2025-04-17 12:58:45 -07:00
script Fix reset_db script (#29067) 2025-04-18 19:28:14 +00:00
tooling agent: Attach thread ID and prompt ID to telemetry events (#29069) 2025-04-18 20:41:02 +00:00
.clinerules Initial .rules file for agent with symlinks for other rules file paths (#29014) 2025-04-17 23:41:23 +00:00
.cursorrules Initial .rules file for agent with symlinks for other rules file paths (#29014) 2025-04-17 23:41:23 +00:00
.git-blame-ignore-revs Add additional git-blame-ignore-revs (#27189) 2025-03-20 09:17:56 -04:00
.gitattributes Prevent GitHub from displaying comments within JSON files as errors (#7043) 2024-01-29 23:11:25 -05:00
.gitignore Remove .direnv from .gitignore as the correct file is .envrc (#29058) 2025-04-18 16:53:41 +00:00
.mailmap Add myself (Ben Kunkle) and Smit to the mailmap (#25590) 2025-02-25 19:55:39 +00:00
.rules Add a brief description of GPUI 2->GPUI 3 changes to .rules (#29180) 2025-04-21 22:41:15 +00:00
.windsurfrules Initial .rules file for agent with symlinks for other rules file paths (#29014) 2025-04-17 23:41:23 +00:00
Cargo.lock Rework eval to support interpretable scores and efficient repetitions (#29197) 2025-04-22 14:00:09 +00:00
Cargo.toml Streaming tool calls (#29179) 2025-04-21 22:28:32 +00:00
CLAUDE.md Initial .rules file for agent with symlinks for other rules file paths (#29014) 2025-04-17 23:41:23 +00:00
clippy.toml chore: Fix some violations of 'needless_pass_by_ref_mut' lint (#18795) 2024-10-07 01:29:58 +02:00
CODE_OF_CONDUCT.md Remove community content from docs and point to zed.dev (#19895) 2024-10-29 09:44:58 -04:00
compose.yml Add Postgrest to Docker Compose (#16498) 2024-08-19 20:50:45 -04:00
CONTRIBUTING.md Allow icon themes to provide their own file associations (#24926) 2025-02-15 00:35:13 +00:00
Cross.toml Add remote server cross compilation (#19136) 2024-10-12 23:23:56 -07:00
debug.plist WIP 2023-12-14 09:25:14 -07:00
default.nix Fix nix build (#26270) 2025-03-10 01:06:11 -07:00
docker-compose.sql collab: Setup database for LLM service (#15882) 2024-08-06 17:18:08 -04:00
Dockerfile-collab chore: Bump Rust version to 1.86 (#28021) 2025-04-03 23:32:50 +02:00
Dockerfile-collab.dockerignore ci: Move collab to Dockerfile-collab (#18515) 2024-09-30 16:14:26 -04:00
Dockerfile-cross Add remote server cross compilation (#19136) 2024-10-12 23:23:56 -07:00
Dockerfile-cross.dockerignore Add remote server cross compilation (#19136) 2024-10-12 23:23:56 -07:00
Dockerfile-distros Support More Linux (#18480) 2024-09-30 17:46:21 -04:00
Dockerfile-distros.dockerignore Support More Linux (#18480) 2024-09-30 17:46:21 -04:00
flake.lock nix: Bump rust-overlay for Rust 1.86 (#28181) 2025-04-14 01:14:54 -07:00
flake.nix nix: Separate debug output (#27871) 2025-04-01 14:19:10 -07:00
LICENSE-AGPL Update license year (#24191) 2025-02-04 09:02:59 -05:00
LICENSE-APACHE Update license year (#24191) 2025-02-04 09:02:59 -05:00
LICENSE-GPL Licenses: change license fields in Cargo.toml to AGPL-3.0-or-later. (#5535) 2024-01-27 13:51:16 +01:00
livekit.yaml Add LiveKit server to Docker Compose (#7907) 2024-02-16 10:49:48 -05:00
Procfile Refactor: Restructure collab main function to prepare for new subcommand: serve llm (#15824) 2024-08-05 12:07:38 -07:00
Procfile.postgrest Fix llm queries (#16006) 2024-08-08 17:21:38 -07:00
README.md Format READMEs (#17454) 2024-09-05 15:39:16 -04:00
renovate.json renovate: Require dependency dashboard approval for updates (#29065) 2025-04-18 18:44:30 +00:00
rust-toolchain.toml chore: Bump Rust version to 1.86 (#28021) 2025-04-03 23:32:50 +02:00
shell.nix Fix nix build (#26270) 2025-03-10 01:06:11 -07:00
typos.toml Systematically optimize agentic editing performance (#28961) 2025-04-19 02:47:59 +00:00

Zed

CI

Welcome to Zed, a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.


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