{ "run_id": "Mandark-droid--genai_otel_instrument-claude-haiku-5-5-1793204662691010860", "date": "2026-10-28T16:39:49.091829+00:00", "repo": "Mandark-droid/genai_otel_instrument", "kind": "repo", "source": "https://github.com/Mandark-droid/genai_otel_instrument", "commit": "179073e82c87fab77d04f307f2d386b5aa62f46c", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "test_version": "readme-d4a8901037d734bcdd4b318322df53ccb2aac827bfa5cfe1a49a6d3bd922743d", "pass": null, "outcome": "too_slow", "time_to_working_s": null, "total_s": 926.4007651805878, "steps": [ "cd && ls -la && git status 2>&1 | head -3; python3 --version; ls /inputs 2>&1; wc -c README.md 2>/dev/null", "cd && cat README.md 2>/dev/null | head -c 7000", "cd && grep -n '^#' README.md | head -80; grep -n -i 'mcp\\|cli\\|console\\|--' README.md | head -40", "cd && sed -n '/## Quick Start/,/^## Why/p' README.md | head -c 4000; ls .coldpass; cat 2>/dev/null | head -5; ls ", "cd && grep -n 'requires-python\\|^version' pyproject.toml; sed -n '307,335p' README.md; grep -n 'python_api\\|python_example\\|kind ==\\|\"kind\"' | head -40", "cd /tmp && (python3 -m venv 2>&1 || (sudo -n apt-get -o DPkg::Lock::Timeout=300 install -y python3-venv >/tmp/apt.log 2>&1; python3 -m venv )) && -m pip install -q --upgrade pip 2>&1 | tail -3; --version", "cd /tmp && -m pip install genai-otel-instrument openai 2>&1 | tail -4; -m pip show genai-otel-instrument | head -2", "cd /tmp && grep -n '^version\\|version *=' | head -3; -m pip install 2>&1 | tail -2; -m pip show genai-otel-instrument | sed -n 2p; cd && git status 2>/dev/null; ls -d build *.egg-info 2>/dev/null", "cd /tmp && -m pip install 2>&1 | grep -v '^ *$' | head -30; cat ; grep -n 'build-system' -A4 ", "cd && git init -q && git remote add origin https://github.com/Mandark-droid/genai_otel_instrument && git fetch --depth 1 origin 179073e82c87fab77d04f307f2d386b5aa62f46c 2>&1 | tail -3; git reset --mixed FETCH_HEAD 2>&1 | tail -2; git log --oneline -1; git status --short | head -5", "cd /tmp && -m pip install 2>&1 | tail -2; -m pip show genai-otel-instrument | sed -n 2p; cd && git status --short | head -5", "env | grep -i -E 'openai|anthropic|otel|genai|cdp' | sed 's/=.*/=/' ; cd && grep -n 'def instrument' -A3 genai_otel/__init__.py | head; grep -rn 'CONSOLE\\|ConsoleSpan\\|console' genai_otel/config.py | head -5", "cd && sed -n '211,226p' README.md; grep -n '^def \\|^class \\|__all__' genai_otel/__init__.py | head -30; ls genai_otel", "cd && grep -n -A4 '\\[project.scripts\\]' pyproject.toml; grep -n 'add_argument\\|add_parser\\|def main' genai_otel/cli.py | head -20; grep -n -i 'cli\\|genai-otel ' README.md docs/getting-started/*.md 2>/dev/null | head -10", "cd && cat genai_otel/cli.py | head -60; --help 2>&1 | head -30", "cd && grep -n '^def \\|^class ' genai_otel/cost_calculator.py | head; sed -n '924,945p' ; grep -rn 'cost' docs/guides/cost-tracking.md 2>/dev/null | grep -i 'python\\|import\\|from ' | head -8", "cd && sed -n '84,110p' docs/guides/cost-tracking.md; grep -n ' def ' genai_otel/cost_calculator.py | head", "cd && sed -n '254,262p' genai_otel/cost_calculator.py; cd /tmp && -I -c 'import genai_otel.cost_calculator as c; import inspect; print(inspect.getsourcefile(c))' ; -c 'from genai_otel.cost_calculator import CostCalculator as C; c=C(); print(c.calculate_cost(\"gpt-4o-mini\",{\"prompt_tokens\":1000,\"completion_tokens\":500}))'", "sed -n '1111,1135p' | cut -c1-400; grep -n 'sys.executable\\|PYTHON\\|venv' | head", "sed -n '907,923p' | cut -c1-300", "cd && grep -n '^def ' genai_otel/cost_estimation.py genai_otel/cost_enriching_exporter.py genai_otel/semconv.py genai_otel/sessions.py genai_otel/agent_budget.py 2>/dev/null | head -30", "cd && grep -rhn 'from genai_otel[a-z_.]* import\\|genai_otel\\.[a-z_]*(' docs README.md | sort | uniq -c | sort -rn | head -25", "mkdir -p && cat > <<'EOF'\nimport json\nfrom http.server import BaseHTTPRequestHandler, HTTPServer\n\nclass H(BaseHTTPRequestHandler):\n def do_POST(self):\n n = int(self.headers.get(\"Content-Length\", 0))\n req = json.loads(self.rfile.read(n) or b\"{}\")\n body = {\n \"id\": \"chatcmpl-stub1\", \"object\": \"chat.completion\", \"created\": 1700000000,\n \"model\": req.get(\"model\", \"gpt-4o-mini\"),\n \"choices\": [{\"index\": 0, \"finish_reason\": \"stop\",\n \"message\": {\"role\": \"assistant\", \"content\": \"Hello from the stub!\"}}],\n \"usage\": {\"prompt_tokens\": 11, \"completion_tokens\": 7, \"total_tokens\": 18},\n }\n data = json.dumps(body).encode()\n self.send_response(200)\n self.send_header(\"Content-Type\", \"application/json\")\n self.send_header(\"Content-Length\", str(len(data)))\n self.end_headers()\n self.wfile.write(data)\n def log_message(self, *a):\n pass\n\nHTTPServer((\"127.0.0.1\", 8765), H).serve_forever()\nEOF\ncd && (nohup -I stub_openai.py > stub.log 2>&1 &) ; sleep 1; curl -s -X POST http://127.0.0.1:8765/v1/chat/completions -H 'Content-Type: application/json' -d '{\"model\":\"gpt-4o-mini\",\"messages\":[]}'", "cat > <<'EOF'\nimport genai_otel\ngenai_otel.instrument()\n\n# Your existing code works unchanged - traces, metrics, and costs are captured automatically\nimport openai\nclient = openai.OpenAI()\nresponse = client.chat.completions.create(model=\"gpt-4o-mini\", messages=[{\"role\": \"user\", \"content\": \"Hello!\"}])\nprint(\"RESPONSE:\", response.choices[0].message.content)\nEOF\ncd /tmp && OPENAI_API_KEY=stub-key-not-real OPENAI_BASE_URL=http://127.0.0.1:8765/v1 OTEL_SERVICE_NAME=quickstart-check OTEL_EXPORTER_OTLP_ENDPOINT= timeout 120 > 2>&1; echo rc=$?; grep -n 'RESPONSE\\|\"name\"\\|gen_ai.request.model\\|input_tokens\\|total.*cost\\|Error\\|Traceback' | head -30; wc -l ", "cd && sed -n '400,459p' qs.out | grep -n 'gen_ai.usage\\|\"name\"' ", "cd && for q in 'Your existing code works unchanged - traces, metrics, and costs are captured automatically' 'Every LLM call, database query, and agent interaction is automatically traced with full cost breakdown.' 'Spans are then printed to the console instead of exported.' 'Cost tracking is enabled by default - just instrument and go'; do printf '%s => ' \"$q\" ; grep -cF \"$q\" README.md; done", "mkdir -p && cd && cat > <<'EOF'\nimport json, sys\nENV = {\"OPENAI_API_KEY\": \"stub-key-not-real\", \"OPENAI_BASE_URL\": \"http://127.0.0.1:8765/v1\",\n \"OTEL_SERVICE_NAME\": \"quickstart-check\", \"OTEL_EXPORTER_OTLP_ENDPOINT\": \"\"}\nPY = \"\"\nQS = \"\"\nCWD = \"\"\nARGV = [PY, QS]\ndef claim(q, text, expected):\n return {\"kind\": \"claim\", \"claim\": text, \"source\": q, \"input\": \"README quickstart snippet against local OpenAI-compatible stub\",\n \"expected\": expected, \"probe_kind\": \"cli\", \"argv\": ARGV, \"env\": ENV, \"expected_text\": \"openai.chat.completion\", \"cwd\": CWD}\nclaims = [\n claim(\"Your existing code works unchanged - traces, metrics, and costs are captured automatically\",\n \"Existing code is traced unchanged after genai_otel.instrument()\", \"an openai.chat.completion span is produced\"),\n claim(\"Every LLM call, database query, and agent interaction is automatically traced with full cost breakdown.\",\n \"LLM calls are traced with a cost breakdown\", \"span carries gen_ai.usage.cost.total\"),\n claim(\"Spans are then printed to the console instead of exported.\",\n \"With an empty OTLP endpoint spans are printed to the console\", \"openai.chat.completion span printed\"),\n claim(\"Cost tracking is enabled by default - just instrument and go\",\n \"Cost tracking is on by default after instrument()\", \"span carries gen_ai.usage.cost.total\"),\n]\nfor c in claims:\n if \"cost\" in c[\"claim\"].lower() and \"cost.total\" in c[\"expected\"]: c[\"expected_text\"] = \"gen_ai.usage.cost.total\"\n if \"cost\" in c[\"expected\"] and \"cost.total\" in c[\"expected\"] and \"printed\" not in c[\"claim\"]:\n pass\nfor c in claims:\n if \"gen_ai.usage.cost.total\" in c[\"expected\"]: c[\"expected_text\"] = \"gen_ai.usage.cost.total\"\nprobe = {\"kind\": \"cli\", \"argv\": ARGV, \"cwd\": CWD, \"env\": ENV, \"expected_text\": \"openai.chat.completion\"}\njson.dump(claims, open(\"\", \"w\"), indent=2)\njson.dump(probe, open(\"\", \"w\"), indent=2)\nprint(\"ok\", len(claims))\nEOF\n -I && python3 -I -c 'import json;print([c[\"expected_text\"] for c in json.load(open(\"\"))])'", "cd && grep -n -i 'cron\\|--once\\|--now\\|webhook\\|schedul' README.md | head; grep -rln -i 'while True\\|cron\\|--once' genai_otel --include=*.py | head", "cd && cat > <<'EOF'\nimport json\nENV = {\"OPENAI_API_KEY\": \"stub-key-not-real\", \"OPENAI_BASE_URL\": \"http://127.0.0.1:8765/v1\",\n \"OTEL_SERVICE_NAME\": \"quickstart-check\", \"OTEL_EXPORTER_OTLP_ENDPOINT\": \"\"}\nCWD = \"\"\ncycles = {\"detected\": False, \"checks\": [],\n \"reason\": \"Inspected README.md and genai_otel/cli.py: the library and genai-instrument CLI run once per invocation; README documents no cron, loop, --once/--now, or webhook trigger. Instrumentor loops are internal background code, not a product cycle.\"}\nexamples = [{\"kind\": \"example\", \"claim\": \"genai-instrument CLI wraps a Python script with instrumentation\",\n \"source\": \"pyproject.toml [project.scripts] genai-instrument = genai_otel.cli:main\",\n \"input\": \"python \", \"expected\": \"console spans printed for the wrapped script's OpenAI call\",\n \"argv\": [\"\", \"python\", \"\"],\n \"cwd\": CWD, \"env\": ENV, \"expected_text\": \"openai.chat.completion\"}]\njson.dump(cycles, open(\"\", \"w\"), indent=2)\njson.dump(examples, open(\"\", \"w\"), indent=2)\nprint(\"ok\")\nEOF\n -I && ls -la && = -I --validate --replay 2>&1 | tail -c 3000", "sed -n '924,1000p' | cut -c1-260 | grep -n 'python_example\\|start_line\\|end_line\\|>>>\\|blocks\\|source_file\\|print(' | head -30; sed -n '1086,1110p' | cut -c1-260", "sed -n '968,1000p' | cut -c1-300", "cd && grep -n '```' README.md | head -8; sed -n '31,46p' README.md | cat -A | cut -c1-80 | head -20", "cat > <<'EOF'\nimport json\nENV = {\"OPENAI_API_KEY\": \"stub-key-not-real\", \"OPENAI_BASE_URL\": \"http://127.0.0.1:8765/v1\",\n \"OTEL_SERVICE_NAME\": \"quickstart-check\", \"OTEL_EXPORTER_OTLP_ENDPOINT\": \"\"}\nCWD = \"\"\nBASE = {\"kind\": \"python_example\", \"source_file\": \"README.md\", \"start_line\": 37, \"end_line\": 45,\n \"cwd\": CWD, \"env\": ENV}\ndef spec(q, text, expected, exp_text):\n d = dict(BASE, kind=\"claim\", claim=text, source=q, input=\"README Get Started python block against local OpenAI-compatible stub\",\n expected=expected, probe_kind=\"python_example\", expected_text=exp_text)\n return d\nclaims = [\n spec(\"Your existing code works unchanged - traces, metrics, and costs are captured automatically\",\n \"Existing code is traced unchanged after genai_otel.instrument()\", \"an openai.chat.completion span is produced\", \"openai.chat.completion\"),\n spec(\"Every LLM call, database query, and agent interaction is automatically traced with full cost breakdown.\",\n \"LLM calls are traced with a cost breakdown\", \"span carries gen_ai.usage.cost.total\", \"gen_ai.usage.cost.total\"),\n spec(\"Spans are then printed to the console instead of exported.\",\n \"With an empty OTLP endpoint spans are printed to the console\", \"openai.chat.completion span printed\", \"openai.chat.completion\"),\n spec(\"Cost tracking is enabled by default - just instrument and go\",\n \"Cost tracking is on by default after instrument()\", \"span carries gen_ai.usage.cost.total\", \"gen_ai.usage.cost.total\"),\n]\nprobe = dict(BASE, kind=\"python_example\", expected_text=\"openai.chat.completion\")\nexample = dict(BASE, kind=\"example\", claim=\"README Get Started block runs instrumented against the stub\",\n source=\"README.md Get Started in 30 Seconds\", input=\"python block lines 37-45\",\n expected=\"one openai.chat.completion span printed\")\nexample[\"expected_text\"] = \"openai.chat.completion\"\nfor name, obj in [(\"claims\", claims), (\"probe\", probe), (\"examples\", [example]), (\"cycles\", {\"detected\": False, \"checks\": [], \"reason\": \"Inspected README.md and genai_otel/cli.py: no README-documented cron, loop, --once/--now, or webhook trigger; instrumentor loops are internal.\"})]:\n json.dump(obj, open(f\"\", \"w\"), indent=2)\nprint(\"ok\")\nEOF\n -I && cd && = -I --validate --replay 2>&1 | tail -c 3000", "curl -s -m 5 -o /dev/null -w '%{http_code}\\n' -X POST http://127.0.0.1:8765/v1/chat/completions -d '{}' ; pgrep -af stub_openai | head -3; cd && (= timeout 900 -I --validate --replay > 2>&1 &); sleep 5; echo started" ], "stuck_step": "/bin/bash -c 'o=$(mktemp);e=$(mktemp);/bin/bash --noprofile --norc -c \"$1\" \"$o\" 2>\"$e\";c=$?;cat \"$o\";cat \"$e\" >&2;rm -f \"$o\" \"$e\";exit $c' coldpass 'exec /usr/bin/env -i USER=agent LOGNAME=agent USERNAME=agent '\"'\"'GIT_AUTHOR_NAME=Coldpass Cold Agent'\"'\"' '\"'\"'GIT_COMMITTER_NAME=Coldpass Cold Agent'\"'\"' GIT_CONFIG_NOSYSTEM=1 GIT_CONFIG_SYSTEM=/dev/null GIT_CONFIG_GLOBAL=/dev/null GIT_CONFIG_COUNT=4 GIT_CONFIG_KEY_0=user.name '\"'\"'GIT_CONFIG_VALUE_0=Coldpass Cold Agent'\"'\"' GIT_CONFIG_KEY_1=user.email GIT_CONFIG_KEY_2=user.useConfigOnly GIT_CONFIG_VALUE_2=true GIT_CONFIG_KEY_3=credential.helper GIT_CONFIG_VALUE_3= HOME= PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin LANG=C.UTF-8 SHELL=/bin/bash = XDG_CONFIG_HOME= NPM_CONFIG_CACHE=/var PIP_CACHE_DIR=/var CARGO_HOME=/var GOCACHE=/var GOMODCACHE=/var CDP_URL=http://:9226 =http://:9226 /bin/bash --noprofile --norc -c '\"'\"'cd && curl -s -m 5 -o /dev/null -w '\"'\"'\"'\"'\"'\"'\"'\"'%{http_code}\\n'\"'\"'\"'\"'\"'\"'\"'\"' -X POST http://127.0.0.1:8765/v1/chat/completions -d '\"'\"'\"'\"'\"'\"'\"'\"'{}'\"'\"'\"'\"'\"'\"'\"'\"' ; pgrep -af stub_openai | head -3; cd && (= timeout 900 -I --validate --replay > 2>&1 &); sleep 5; echo started'\"'\"''", "error_excerpt": "exceeds time budget", "what_it_did": null, "suggested_fix": "Inspect the last guest command and installer output; prefer the smallest documented setup and useful operation for the next attempt.", "tokens_in": null, "tokens_out": null, "cost_usd": null, "usage_complete": true, "checks": [], "safety": { "version": "z2x-1", "rules_version": "z2x-1", "summary": "Review signals: 1 hardcoded secret, 199 known vulnerability.", "findings": [ { "kind": "hardcoded-secret", "count": 1, "note": "Gitleaks found a possible hardcoded secret; value withheld.", "location_count": 1, "path": "examples/demo/ALERTS-QUICKSTART.md" }, { "kind": "known-vulnerability", "count": 133, "note": "OSV reports a known vulnerability in this dependency version.", "location_count": 15 } ], "context": [], "limitations": [ "A short run cannot establish that code is safe.", "Connections show IP addresses; proxies can hide the final hostname.", "Tracing covers dispatched commands and their children, not the whole OS; guest root can interfere with tracing.", "Only 200 of 336 findings are stored; the summary counts all of them." ], "static": { "dependency_note": "OSV scanned supported lockfiles; unpinned dependencies and unsupported formats are outside this check." }, "evidence_url": "/safety/?run=Mandark-droid--genai_otel_instrument-claude-haiku-5-5-1793204662691010860", "evidence_file": "/data/safety/Mandark-droid--genai_otel_instrument-claude-haiku-5-5-1793204662691010860.json.gz" }, "agent_execution": "native_agent", "agent_runtime": null, "agent_runtime_version": null, "tool_transport": null, "platform": "linux", "reasoning": "low", "service_tier": null, "resources": null, "native_tool_calls": null, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "179073e82c87fab77d04f307f2d386b5aa62f46c", "url": "https://github.com/Mandark-droid/genai_otel_instrument" }, "purpose": "initial", "profile": { "model": "claude-haiku-5-5", "reasoning": "low" }, "fault": { "owner": "unknown", "status": "pending", "reason": "exceeds time budget" }, "fix_id": null, "verifies_run_id": null, "hosting": null, "operation_scope": null, "tool_calls": 34, "guest_setup": null, "runtime": null, "runtime_version": null, "runtime_revision": null, "source_revision": null, "evidence_version": null, "failure_origin": null, "evidence_strength": "nothing_checked", "works": "untested", "install_s": null, "first_use_s": null, "mcp": "none", "needs": [], "needs_which": null, "agent_interface": [], "license": "Apache-2.0", "repo_url": "https://github.com/Mandark-droid/genai_otel_instrument", "cost_to_try": null, "hardware": "GPU", "what_failed": "exceeds time budget", "local_or_hosted": "local", "cycle_checks": null, "claims": null, "claims_note": null, "example_checks": null, "does_what_it_says": null, "maintenance": { "archived": false, "commits_90d": 167, "last_commit_at": "2026-10-28T13:46:19Z", "last_release_at": "2026-10-28T11:28:23Z", "median_reply_hours": null, "merged_prs_90d": 18, "note": "actively maintained: last commit 0 days ago; 167 commits and 18 merged PRs in 90 days; 1 open issues, 0 open PRs; latest release 2026-10-28", "open_issues": 1, "open_prs": 0, "reply_share": null, "reply_threads": 0, "verdict": "maintained" }, "maintenance_verdict": "maintained", "maintenance_note": "actively maintained: last commit 0 days ago; 167 commits and 18 merged PRs in 90 days; 1 open issues, 0 open PRs; latest release 2026-10-28", "maintained": "active", "maintained_note": "last commit 0 days ago; 1 open issues, 11 answered or closed", "last_commit_at": "2026-10-28T13:46:21Z", "last_release_at": "2026-10-28T11:28:23Z", "open_issues": 1, "answered_issues": 11, "platforms_claimed": [ "linux" ], "topic": "mcp-server", "agent_interfaces": [], "agent_interfaces_note": "README metadata is a discovery hint, not pinned documentation proof. Observed interfaces were exercised in this run. An empty list means unknown.", "mcp_context": null, "tested_at": "2026-10-28T16:39:49.091829+00:00", "tested_commit": "179073e82c87fab77d04f307f2d386b5aa62f46c", "tested_with": { "agent": null, "agent_version": null, "model": "claude-haiku-5-5", "model_route": "claude-haiku-5-5", "reasoning": "low", "os": "linux", "backend": "hyperv", "transport": null }, "setup_identity": { "repo": "Mandark-droid/genai_otel_instrument", "source": "https://github.com/Mandark-droid/genai_otel_instrument", "commit": "179073e82c87fab77d04f307f2d386b5aa62f46c", "source_revision": null, "os": "linux", "architecture": null, "backend": "hyperv", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "agent_execution": "native_agent", "agent_runtime": null, "agent_runtime_version": null, "tool_transport": null, "runtime": null, "runtime_version": null, "runtime_revision": null, "sandbox_source": null, "guest_setup": null, "source_pin": { "commit": "179073e82c87fab77d04f307f2d386b5aa62f46c", "url": "https://github.com/Mandark-droid/genai_otel_instrument" }, "platform_details": { "os": "linux", "backend": "hyperv" }, "platform_conflicts": null, "reasoning": "low", "service_tier": null, "resources": null, "operation": null, "operation_scope": null, "hosting": null, "kind": "repo", "test_version": "readme-d4a8901037d734bcdd4b318322df53ccb2aac827bfa5cfe1a49a6d3bd922743d", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": "/transcripts/Mandark-droid--genai_otel_instrument-claude-haiku-5-5-1793204662691010860.txt", "report_url": "/reports/Mandark-droid--genai_otel_instrument-claude-haiku-5-5-1793204662691010860.json" }