[Bug]: Investigate timestamp mismatches

[pregnor]

Bug Description

Investigate why timestamps are in different format and also have a drift in the middle.

recruiter-supervisor | 2026-02-27 14:34:08 [lungo.recruiter.supervisor.agent] [INFO] [<module>:52] Using LiteLLM Proxy: https://litellm.prod.outshift.ai/v1/
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V
lungo-nats | [1] 2026/02/27 14:22:25.067696 [INF] Starting nats-server
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recruiter-supervisor | 2026-02-27 14:34:26 [agntcy_app_sdk.factory] [INFO] [__init__:93] Tracing enabled for lungo.recruiter_supervisor via ioa_observe.sdk

# timestamp mismatch
pregnor _ 3158 : - @ - . /Users/pregnor/development/src/github.com/agntcy/coffeeAgntcy/coffeeAGNTCY/coffee_agents/lungo (main %|u=) [ microk8s / default ]
-> docker compose logs --follow

# Begin: 2026-02-27T15:40:58.493043000+01:00

WARN[0000] The "OPENAI_ENDPOINT" variable is not set. Defaulting to a blank string.
WARN[0000] The "OPENAI_MODEL_NAME" variable is not set. Defaulting to a blank string.
WARN[0000] The "OPENAI_API_KEY" variable is not set. Defaulting to a blank string.
recruiter  |    Building agent-recruiter @ file:///app
recruiter  |       Built agent-recruiter @ file:///app
recruiter  | Uninstalled 1 package in 10ms
recruiter  | Installed 1 package in 2ms
recruiter  | 2026-02-27 14:33:20.220 | INFO     | agent_recruiter.common.llm:configure_llm:28 - Using LiteLLM Proxy: https://litellm.prod.outshift.ai/v1/
recruiter  | 2026-02-27 14:33:20.221 | INFO     | agent_recruiter.common.llm:configure_llm:28 - Using LiteLLM Proxy: https://litellm.prod.outshift.ai/v1/
recruiter  | 2026-02-27 14:33:20.264 | INFO     | agent_recruiter.common.llm:configure_llm:28 - Using LiteLLM Proxy: https://litellm.prod.outshift.ai/v1/
recruiter  | 2026-02-27 14:33:20.275 | INFO     | __main__:<module>:91 - Starting RecruiterAgent server...
recruiter  | 2026-02-27 14:33:20.277 | INFO     | agent_recruiter.plugins.cache_config:load_cache_config:124 - Cache config loaded: mode=tool, tool_enabled=True
recruiter  | 2026-02-27 14:33:20.277 | INFO     | agent_recruiter.agent_registries.registry_search_agent:create_mcp_toolset:133 - MCP connection mode: binary
recruiter  | 2026-02-27 14:33:20.292 | INFO     | agent_recruiter.agent_registries.registry_search_agent:_check_dirctl_binary:47 - Found dirctl binary at: /usr/local/bin/dirctl
recruiter  | 2026-02-27 14:33:20.292 | INFO     | agent_recruiter.agent_registries.registry_search_agent:create_mcp_toolset:162 - Successfully created MCP toolset using binary mode (dirctl at /usr/local/bin/dirctl)
recruiter  | 2026-02-27 14:33:20.293 | INFO     | agent_recruiter.recruiter.recruiter:__init__:205 - Tool cache enabled (ttl=600s, max_entries=500, excluded_tools={'store_search_results'})
recruiter  | 2026-02-27 14:33:20.293 | INFO     | agent_recruiter.recruiter.recruiter:__init__:214 - Total plugins enabled: 1
recruiter  | 2026-02-27 14:33:20 [google_adk.google.adk.plugins.plugin_manager] [INFO] [register_plugin:104] Plugin 'tool_cache' registered.
recruiter  | 2026-02-27 14:33:20.299 | WARNING  | __main__:main:77 - MESSAGE_TRANSPORT or TRANSPORT_SERVER_ENDPOINT not set. Fallback to http only.
recruiter  | INFO:     Started server process [26]
recruiter  | INFO:     Waiting for application startup.
recruiter  | INFO:     Application startup complete.
recruiter  | INFO:     Uvicorn running on http://0.0.0.0:8881 (Press CTRL+C to quit)
lungo-ui   |
lungo-ui   | > frontend@0.0.0 build
lungo-ui   | > vite build
lungo-ui   |
lungo-ui   | vite v6.4.1 building for production...
lungo-ui              | transforming...
lungo-ui              | ✓ 2016 modules transformed.
lungo-ui              | rendering chunks...
lungo-ui              | computing gzip size...
lungo-ui              | dist/index.html                                 1.44 kB │ gzip:   0.80 kB
lungo-ui              | dist/assets/identity_badge-DTXxA1o1.svg         4.59 kB │ gzip:   3.41 kB
lungo-ui              | dist/assets/Coffee_Icon-DHy5u6V_.svg            5.69 kB │ gzip:   2.12 kB
lungo-ui              | dist/assets/supervisor-DDJ3JMgW.png            28.56 kB
lungo-ui              | dist/assets/coffeeAGNTCY_logo-BKPoL6Z8.svg     43.54 kB │ gzip:  29.58 kB
lungo-ui              | dist/assets/Grader-Agent-B6_cDdg4.png       1,453.38 kB
recruiter-supervisor  | warning: Ignoring existing virtual environment linked to non-existent Python interpreter: .venv/bin/python3 -> python
recruiter-supervisor  | Using CPython 3.13.11 interpreter at: /usr/local/bin/python3
recruiter-supervisor  | Removed virtual environment at: .venv
recruiter-supervisor  | Creating virtual environment at: .venv
recruiter-supervisor  |    Building lungo @ file:///app
recruiter-supervisor  |       Built lungo @ file:///app
recruiter-supervisor  | Installed 252 packages in 35.53s
recruiter-supervisor  | 2026-02-27 14:34:08 [agntcy_app_sdk.factory] [INFO] [__init__:93] Tracing enabled for lungo.recruiter_supervisor via ioa_observe.sdk
recruiter-supervisor  | 2026-02-27 14:34:08 [agntcy_app_sdk.transport.nats.transport] [INFO] [__init__:53] NatsTransport initialized with tracing enabled
recruiter-supervisor  | 2026-02-27 14:34:08 [lungo.recruiter.supervisor.agent] [INFO] [<module>:52] Using LiteLLM Proxy: https://litellm.prod.outshift.ai/v1/
recruiter-supervisor  | INFO:     Will watch for changes in these directories: ['/app']
recruiter-supervisor  | INFO:     Uvicorn running on http://0.0.0.0:8882 (Press CTRL+C to quit)
recruiter-supervisor  | INFO:     Started reloader process [28] using StatReload
recruiter-supervisor  |
lungo-nats            | [1] 2026/02/27 14:22:25.067696 [INF] Starting nats-server
lungo-nats            | [1] 2026/02/27 14:22:25.067729 [INF]   Version:  2.12.4
lungo-nats            | [1] 2026/02/27 14:22:25.067731 [INF]   Git:      [34894c1]
lungo-nats            | [1] 2026/02/27 14:22:25.067732 [INF]   Cluster:  my_cluster
lungo-nats            | [1] 2026/02/27 14:22:25.067733 [INF]   Name:     NBBLLSOROOJM6XGIOFKIG4BXJOFWAKR3AX2OGSKI3P7UKOJSOLLBSWL5
lungo-nats            | [1] 2026/02/27 14:22:25.067734 [INF]   ID:       NBBLLSOROOJM6XGIOFKIG4BXJOFWAKR3AX2OGSKI3P7UKOJSOLLBSWL5
lungo-nats            | [1] 2026/02/27 14:22:25.068185 [INF] Using configuration file: nats-server.conf (sha256:c7aaa34d64beb74e7c700fd3504b40b01deb1275f6567fb81ed3809ff03a5fe4)
lungo-nats            | [1] 2026/02/27 14:22:25.116990 [INF] Starting http monitor on 0.0.0.0:8222
lungo-nats            | [1] 2026/02/27 14:22:25.119284 [INF] Listening for client connections on 0.0.0.0:4222
lungo-nats            | [1] 2026/02/27 14:22:25.124563 [INF] Server is ready
lungo-nats            | [1] 2026/02/27 14:22:25.125059 [INF] Cluster name is my_cluster
lungo-nats            | [1] 2026/02/27 14:22:25.133938 [INF] Listening for route connections on 0.0.0.0:6222
recruiter-supervisor  | 2026-02-27 14:34:26 [agntcy_app_sdk.factory] [INFO] [__init__:93] Tracing enabled for lungo.recruiter_supervisor via ioa_observe.sdk
recruiter-supervisor  | 2026-02-27 14:34:26 [agntcy_app_sdk.transport.nats.transport] [INFO] [__init__:53] NatsTransport initialized with tracing enabled
recruiter-supervisor  | 2026-02-27 14:34:26 [lungo.recruiter.supervisor.agent] [INFO] [<module>:52] Using LiteLLM Proxy: https://litellm.prod.outshift.ai/v1/
lungo-ui              | dist/assets/index-DCcjHop8.css                 53.22 kB │ gzip:  12.83 kB

Expected Behavior

1. Timestamps should be uniform in format.
2. Timestamps should be monotonous/chronological in the log.

Affected Version

v1.0.0

Steps to Reproduce

1. Set up lungo.
2. start the recruiter.
3. Observe the timestamp mismatch.

Checklist

• I have read the contributing guidelines
• I have verified this does not duplicate an existing issue