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}
gpt-6-astra cannot complete a simple, well-specified task at either xhigh or max reasoning effort, and consumes an unreasonable amount of time, quota and disk trying.
The task was a modest change in a Next.js / React / Prisma project. The plan was a markdown file split into verifiable phases, and the repository has an AGENTS.md and skills configured. At xhigh the model worked for more than a full day straight and never got past roughly 30% of the plan.
At max it was worse: the model deleted most of what xhigh had produced, redid it, and fell into the same loop without finishing.
The environment is healthy. codex doctor --json reports overallStatus "ok", the latest CLI version, valid auth, reachable endpoints and a working sandbox, so this points to model behavior and not local configuration.
On a $200/month plan, this is unacceptable. It is also hard to take seriously that this is being marketed as a step toward AGI when the model cannot finish a simple, verifiable plan without rewriting its own work in circles for over a day. Calling this AGI is an embarrassment.
Reproducibility: consistent across multiple attempts at both xhigh and max.
The model should execute the plan phase by phase, verify each phase, and preserve completed work unless a later step requires changing it. It should follow AGENTS.md and the plan, ask for clarification instead of inventing work, and avoid unrequested changes.
A simple task should finish in hours, not days, with bounded disk usage. A run that is not converging should stop or ask for input instead of looping indefinitely.
What version of Codex CLI is running?
codex-cli 0.155.1
What subscription do you have?
ChatGPT Pro 20x
Which model were you using?
gpt-6-astra max
What platform is your computer?
Linux 6.6.87.2-microsoft-standard-WSL2 x86_64
What terminal emulator and version are you using (if applicable)?
Windows Terminal (WSL / PowerShell)
Codex doctor report
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rules": "0", "execve wrapper helper": "/home/andyalvarez/.codex/tmp/arg0/codex-arg0OMRplK/codex-execve-wrapper", "filesystem sandbox": "restricted", "glob scan max depth": "unbounded", "managed filesystem source": "none", "network sandbox": "restricted" }, "remediation": null, "durationMs": 0 }, "security.endpoint": { "id": "security.endpoint", "category": "security", "status": "ok", "summary": "endpoint protection is not inspected on this platform", "details": { "endpoint products": "not inspected on this platform" }, "remediation": null, "durationMs": 0 }, "state.paths": { "id": "state.paths", "category": "state", "status": "ok", "summary": "state paths and databases are inspectable", "details": { "CODEX_HOME": "/home/andyalvarez/.codex (dir)", "active rollout files": "683 files, 30257336929 total bytes, 44300639 average bytes", "archived rollout files": "0 files, 0 total bytes, 0 average bytes", "goals DB": "/home/andyalvarez/.codex/goals_1.sqlite (file)", "goals DB integrity": "ok", "log DB": "/home/andyalvarez/.codex/logs_2.sqlite (file)", "log DB integrity": "ok", "log dir": "/home/andyalvarez/.codex/log (dir)", "memories DB": "/home/andyalvarez/.codex/memories_1.sqlite (file)", "memories DB integrity": "ok", "memories v2 DB": "/home/andyalvarez/.codex/memories_v2_1.sqlite (missing)", "memories v2 DB integrity": "skipped (missing)", "queue DB": "/home/andyalvarez/.codex/queue_1.sqlite (file)", "queue DB integrity": "ok", "sqlite home": "/home/andyalvarez/.codex (dir)", "state DB": "/home/andyalvarez/.codex/state_5.sqlite (file)", "state DB integrity": "ok", "thread history DB": "/home/andyalvarez/.codex/thread_history_1.sqlite (file)", "thread history DB integrity": "ok" }, "remediation": null, "durationMs": 2151 }, "state.rollout_db_parity": { "id": "state.rollout_db_parity", "category": "threads", "status": "ok", "summary": "rollout files and state DB thread inventory agree", "details": { "default model provider": "openai", "rollout DB active files": "683", "rollout DB active rows": "683", "rollout DB archive mismatches": "0", "rollout DB archived files": "0", "rollout DB archived rows": "0", "rollout DB duplicate DB paths": "0", "rollout DB duplicate rollout thread ids": "0", "rollout DB malformed file names": "0", "rollout DB missing active rows": "0", "rollout DB missing archived rows": "0", "rollout DB model providers": "openai=652, mock=30, custom-gateway=1", "rollout DB rows": "683", "rollout DB scan cap reached": "false", "rollout DB scan errors": "0", "rollout DB sources": "subagent:thread_spawn=406, cli=235, exec=37, subagent:other=2, vscode=2, subagent:review=1", "rollout DB stale rows": "0" }, "remediation": null, "durationMs": 159 }, "system.disk": { "id": "system.disk", "category": "disk", "status": "ok", "summary": "sufficient free disk space (48.0 GiB)", "details": { "CODEX_HOME available": "48.0 GiB", "failure threshold": "1.0 GiB", "warning threshold": "5.0 GiB", "worktree available": "48.0 GiB" }, "remediation": null, "durationMs": 0 }, "system.environment": { "id": "system.environment", "category": "system", "status": "ok", "summary": "OS language en-US", "details": { "EDITOR": "not set", "LANG": "en_US.UTF-8", "VISUAL": "not set", "os": "Debian 13.0.0 (trixie) [64-bit]", "os language": "en-US", "os type": "Debian", "os version": "13.0.0" }, "remediation": null, "durationMs": 4 }, "terminal.env": { "id": "terminal.env", "category": "terminal", "status": "ok", "summary": "terminal metadata was detected", "details": { "DISPLAY": "present", "WAYLAND_DISPLAY": "present", "WSL_DISTRO_NAME": "present", "WSL_INTEROP": "present", "WT_SESSION": "present", "color output": "enabled", "effective locale": "en_US.UTF-8", "stderr is terminal": "true", "stdin is terminal": "true", "stdout is terminal": "true", "terminal": "Windows Terminal", "terminal size": "280x70" }, "remediation": null, "durationMs": 0 }, "terminal.title": { "id": "terminal.title", "category": "title", "status": "ok", "summary": "terminal title default", "details": { "terminal title activity": "true", "terminal title items": "activity, project-name", "terminal title project source": "cwd", "terminal title project value": "workspace", "terminal title source": "default" }, "remediation": null, "durationMs": 0 }, "updates.status": { "id": "updates.status", "category": "updates", "status": "ok", "summary": "update configuration is locally consistent", "details": { "cached latest version": "0.155.1", "check for update on startup": "true", "last checked at": "2026-09-19T16:46:30.960255820Z", "latest version": "0.155.1", "latest version status": "current version is not older", "npm update target": "not inspected (PATH helpers are not executed)", "update action": "npm install -g @openai/codex", "version cache": "/home/andyalvarez/.codex/version.json" }, "remediation": null, "durationMs": 272 } } }What issue are you seeing?
gpt-6-astra cannot complete a simple, well-specified task at either xhigh or max reasoning effort, and consumes an unreasonable amount of time, quota and disk trying.
The task was a modest change in a Next.js / React / Prisma project. The plan was a markdown file split into verifiable phases, and the repository has an AGENTS.md and skills configured. At xhigh the model worked for more than a full day straight and never got past roughly 30% of the plan.
Observed behavior:
At max it was worse: the model deleted most of what xhigh had produced, redid it, and fell into the same loop without finishing.
The environment is healthy.
codex doctor --jsonreports overallStatus "ok", the latest CLI version, valid auth, reachable endpoints and a working sandbox, so this points to model behavior and not local configuration.On a $200/month plan, this is unacceptable. It is also hard to take seriously that this is being marketed as a step toward AGI when the model cannot finish a simple, verifiable plan without rewriting its own work in circles for over a day. Calling this AGI is an embarrassment.
What steps can reproduce the bug?
Reproducibility: consistent across multiple attempts at both xhigh and max.
What is the expected behavior?
The model should execute the plan phase by phase, verify each phase, and preserve completed work unless a later step requires changing it. It should follow AGENTS.md and the plan, ask for clarification instead of inventing work, and avoid unrequested changes.
A simple task should finish in hours, not days, with bounded disk usage. A run that is not converging should stop or ask for input instead of looping indefinitely.
Additional information
codex doctor --jsonoutput is included above, with the username redacted in the paths.