Add gpt-5.4-codex to resolve_model_config.py by juanmichelini · Pull Request #2376 · OpenHands/software-agent-sdk

juanmichelini · 2026-03-10T14:03:52Z

Summary

Adds the gpt-5.4-codex model to resolve_model_config.py with corresponding tests and heuristics.

Changes

Added gpt-5.4-codex to MODELS dictionary in resolve_model_config.py
Added gpt-5.4-codex to GPT-5 codex variants in model_prompt_spec.py
Added test_gpt_5_4_codex_config() test function
Added gpt-5.4-codex to reasoning effort test cases in test_model_features.py

Configuration

Model ID: gpt-5.4-codex
Display name: GPT-5.4 Codex
Provider: OpenAI (via litellm_proxy)

Integration Test Results

Tests will run in CI.

Agent Server images for this PR

• GHCR package: https://github.com/OpenHands/agent-sdk/pkgs/container/agent-server

Variants & Base Images

Variant	Architectures	Base Image	Docs / Tags
java	amd64, arm64	`eclipse-temurin:17-jdk`	Link
python	amd64, arm64	`nikolaik/python-nodejs:python3.13-nodejs22`	Link
golang	amd64, arm64	`golang:1.21-bookworm`	Link

Pull (multi-arch manifest)

# Each variant is a multi-arch manifest supporting both amd64 and arm64
docker pull ghcr.io/openhands/agent-server:bca110a-python

Run

docker run -it --rm \
  -p 8000:8000 \
  --name agent-server-bca110a-python \
  ghcr.io/openhands/agent-server:bca110a-python

All tags pushed for this build

ghcr.io/openhands/agent-server:bca110a-golang-amd64
ghcr.io/openhands/agent-server:bca110a-golang_tag_1.21-bookworm-amd64
ghcr.io/openhands/agent-server:bca110a-golang-arm64
ghcr.io/openhands/agent-server:bca110a-golang_tag_1.21-bookworm-arm64
ghcr.io/openhands/agent-server:bca110a-java-amd64
ghcr.io/openhands/agent-server:bca110a-eclipse-temurin_tag_17-jdk-amd64
ghcr.io/openhands/agent-server:bca110a-java-arm64
ghcr.io/openhands/agent-server:bca110a-eclipse-temurin_tag_17-jdk-arm64
ghcr.io/openhands/agent-server:bca110a-python-amd64
ghcr.io/openhands/agent-server:bca110a-nikolaik_s_python-nodejs_tag_python3.13-nodejs22-amd64
ghcr.io/openhands/agent-server:bca110a-python-arm64
ghcr.io/openhands/agent-server:bca110a-nikolaik_s_python-nodejs_tag_python3.13-nodejs22-arm64
ghcr.io/openhands/agent-server:bca110a-golang
ghcr.io/openhands/agent-server:bca110a-java
ghcr.io/openhands/agent-server:bca110a-python

About Multi-Architecture Support

Each variant tag (e.g., bca110a-python) is a multi-arch manifest supporting both amd64 and arm64
Docker automatically pulls the correct architecture for your platform
Individual architecture tags (e.g., bca110a-python-amd64) are also available if needed

Co-authored-by: openhands <openhands@all-hands.dev>

github-actions · 2026-03-10T14:04:21Z

API breakage checks (Griffe)

Result: Passed

Action log

github-actions · 2026-03-10T14:04:32Z

Agent server REST API breakage checks (OpenAPI)

Result: Failed

Log excerpt (first 1000 characters)

{"asctime": "2026-03-11 16:29:15,509", "levelname": "WARNING", "name": "openhands.agent_server.config", "filename": "config.py", "lineno": 173, "message": "\u26a0\ufe0f OH_SECRET_KEY was not defined. Secrets will not be persisted between restarts."}
::error title=openhands-agent-server REST API::Breaking REST API change detected without MINOR version bump (1.13.0 -> 1.13.0).

Breaking REST API changes detected compared to baseline release:
- the 'file' request property type/format changed from 'string'/'' to 'string'/'binary'
/home/runner/work/software-agent-sdk/software-agent-sdk/.venv/lib/python3.13/site-packages/litellm/llms/custom_httpx/async_client_cleanup.py:66: DeprecationWarning: There is no current event loop
  loop = asyncio.get_event_loop()

Action log

all-hands-bot

🟢 Good taste - Clean addition following existing pattern.

This change is technically sound and follows the established pattern perfectly. However, since this modifies evaluation harness code (.github/run-eval/resolve_model_config.py), it should be reviewed by a human maintainer to confirm no unintended impact on benchmark results before merging.

all-hands-bot

🟢 Good taste - Clean addition following existing pattern.

This change is technically sound and follows the established pattern perfectly. However, since this modifies evaluation harness code (.github/run-eval/resolve_model_config.py), it should be reviewed by a human maintainer to confirm no unintended impact on benchmark results before merging.

juanmichelini · 2026-03-10T15:03:01Z

@OpenHands update PR to also add a test and add it to heuristics like this PR does #2374

juanmichelini · 2026-03-11T16:26:00Z

@OpenHands update PR #2376 to also add a test and add it to heuristics like this PR does #2374

openhands-ai · 2026-03-11T16:26:36Z

I'm on it! juanmichelini can track my progress at all-hands.dev

- Add gpt-5.4-codex to model variant patterns in model_prompt_spec.py - Add test_gpt_5_4_codex_config() test for configuration validation - Add gpt-5.4-codex to reasoning effort test cases Co-authored-by: openhands <openhands@all-hands.dev>

openhands-ai · 2026-03-11T16:29:38Z

Summary

I've successfully updated PR #2376 to add tests and heuristics for gpt-5.4-codex, following the pattern from PR #2374.

Changes Made (commit `79de66ee`):

File	Change
`openhands-sdk/openhands/sdk/llm/utils/model_prompt_spec.py`	Added `gpt-5.4-codex` to the GPT-5 codex variant patterns
`tests/github_workflows/test_resolve_model_config.py`	Added `test_gpt_5_4_codex_config()` test function
`tests/sdk/llm/test_model_features.py`	Added `gpt-5.4-codex` to reasoning effort test cases

Checklist:

✅ Added test for configuration validation (like PR Add gpt-5.4 to resolve_model_config.py #2374)
✅ Added to heuristics in model_prompt_spec.py (like PR Add gpt-5.4 to resolve_model_config.py #2374)
✅ Added test case for reasoning effort support
✅ All pre-commit checks pass
✅ All relevant tests pass
✅ Changes pushed to remote branch
✅ PR description updated

Note: gpt-5.4-codex doesn't need to be explicitly added to REASONING_EFFORT_MODELS in model_features.py because "gpt-5" is already in that list and uses substring matching (which covers all gpt-5.x variants including codex). The test case I added confirms this works correctly.

PR link: #2376

github-actions · 2026-03-11T16:31:14Z

Coverage Report •

File	Stmts	Miss	Cover	Missing
openhands-sdk/openhands/sdk/llm/utils
model_prompt_spec.py	38	2	94%	61, 81
TOTAL	19913	5791	70%

juanmichelini · 2026-03-11T21:16:42Z

testing here https://github.com/OpenHands/software-agent-sdk/actions/runs/22974881608

github-actions · 2026-03-11T21:18:17Z

🧪 Integration Tests Results

Overall Success Rate: 0.0%
Total Cost: $0.00
Models Tested: 1
Timestamp: 2026-03-11 21:18:07 UTC

📊 Summary

Model	Overall	Tests Passed	Skipped	Total	Cost	Tokens
litellm_proxy_gpt_5.4_codex	0.0%	0/16	2	18	$0.00	0

📋 Detailed Results

litellm_proxy_gpt_5.4_codex

Success Rate: 0.0% (0/16)
Total Cost: $0.00
Token Usage: 0
Run Suffix: litellm_proxy_gpt_5.4_codex_79de66e_gpt_5_4_codex_run_N18_20260311_211716
Skipped Tests: 2

Skipped Tests:

t08_image_file_viewing: This test requires a vision-capable LLM model. Please use a model that supports image input.
c01_thinking_block_condenser: Model litellm_proxy/gpt-5.4-codex does not support extended thinking or reasoning effort

Failed Tests:

t01_fix_simple_typo: Test execution failed: Conversation run failed for id=2673d622-affa-43bb-9ead-c2e7c11c3a68: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
t07_interactive_commands: Test execution failed: Conversation run failed for id=8e420f7d-cbef-417d-a18f-5d2d8ac52f76: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
c02_hard_context_reset: Test execution failed: Conversation run failed for id=a47c3dc0-b50d-423f-87e5-e15829ba0361: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
t06_github_pr_browsing: Test execution failed: Conversation run failed for id=f67be3b3-0572-488b-ac85-7d52d4c6b679: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
c05_size_condenser: Test execution failed: Conversation run failed for id=9e99335f-bb43-4c26-b8f6-246a135fd7d1: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
t04_git_staging: Test execution failed: Conversation run failed for id=87f40d1c-9db1-4c18-8c7b-13fe612875dc: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
t05_simple_browsing: Test execution failed: Conversation run failed for id=621671f1-320b-4040-9469-580fd18bb0ea: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
t03_jupyter_write_file: Test execution failed: Conversation run failed for id=b0371d13-70d8-4096-9736-076631ae2940: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
c03_delayed_condensation: Test execution failed: Conversation run failed for id=ab094867-4b4f-4cdd-82e3-dd26026df80c: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
b04_each_tool_call_has_a_concise_explanation: Test execution failed: Conversation run failed for id=a0ed80d1-4325-4308-8c4f-e6982a60218d: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
b02_no_oververification: Test execution failed: Conversation run failed for id=e76bedbf-d8e2-491c-845a-74f29332120c: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
t02_add_bash_hello: Test execution failed: Conversation run failed for id=c8205f48-323c-4658-aaf9-3e05d0fd2636: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
c04_token_condenser: Test execution failed: Conversation run failed for id=1570eb24-b4a3-4fe5-9672-317f98ce4c4c: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
b01_no_premature_implementation: Test execution failed: Conversation run failed for id=bd118ecb-cc54-43c7-be38-4636af510dc5: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
b03_no_useless_backward_compatibility: Test execution failed: Conversation run failed for id=4e2957af-2895-4093-9e9d-c1ee7801abbf: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)
b05_do_not_create_redundant_files: Test execution failed: Conversation run failed for id=183805e7-820a-466f-a1f6-024bfaa3af68: litellm.BadRequestError: {"error":{"message":"litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]. Received Model Group=gpt-5.4-codex\nAvailable Model Group Fallbacks=None\nError doing the fallback: litellm.BadRequestError: You passed in model=gpt-5.4-codex. There are no healthy deployments for this modelNo fallback model group found for original model_group=gpt-5.4-codex. Fallbacks=[{'minimax-m2.5': ['minimax-m2.5-api']}]","type":null,"param":null,"code":"400"}} (Cost: $0.00)

openhands-agent added 2 commits March 10, 2026 13:59

Add gpt-5.4-codex to resolve_model_config.py

4a464ab

Co-authored-by: openhands <openhands@all-hands.dev>

Fix file permissions

1f4d734

Co-authored-by: openhands <openhands@all-hands.dev>

juanmichelini requested a review from all-hands-bot March 10, 2026 14:44

all-hands-bot reviewed Mar 10, 2026

View reviewed changes

juanmichelini marked this pull request as ready for review March 10, 2026 15:00

all-hands-bot reviewed Mar 10, 2026

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juanmichelini marked this pull request as draft March 10, 2026 15:02

Merge branch 'main' into gpt-5.4-codex

97a763e

Add test and heuristics for gpt-5.4-codex

79de66e

- Add gpt-5.4-codex to model variant patterns in model_prompt_spec.py - Add test_gpt_5_4_codex_config() test for configuration validation - Add gpt-5.4-codex to reasoning effort test cases Co-authored-by: openhands <openhands@all-hands.dev>

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Add gpt-5.4-codex to resolve_model_config.py#2376

Add gpt-5.4-codex to resolve_model_config.py#2376
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github-actions bot commented Mar 10, 2026 •

edited

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Changes Made (commit `79de66ee`):