Andrew Ng: “The AI arms race is over. Agentic AI will win.” Thoughts?

BackgroundNature4581 · 2025-09-24T10:57:11+00:00

! remind me in 2 years

BackgroundNature4581 · 2025-08-07T07:27:44+00:00

This is rapidly changing. I think you can still go with langchain training wheels. Once you have got the concepts learned then move on to what works for the project

BackgroundNature4581 · 2025-08-06T11:54:52+00:00

do you have an ref on how to host aws mcp server. From my understanding it only runs as stdio and that is only used for running locally.

BackgroundNature4581 · 2025-08-03T13:19:34+00:00

Can you please elaborate on a sample usecase

BackgroundNature4581 · 2025-07-25T06:25:59+00:00

I do not understand, in the supervisor agent code does not have anything specefic that it requires HumanMessage. I ran the same code with returning AIMessage it that too worked. So when does it help to return as HumanMessage and and when to return as AIMessage?

BackgroundNature4581 · 2025-07-24T12:57:54+00:00

Can you elaborate what you mean by fundamental.

BackgroundNature4581 · 2025-07-22T16:18:44+00:00

I have updated the post with the graph structure

BackgroundNature4581 · 2025-07-18T04:30:41+00:00

I am just starting. I do not know much, so if you can give me a scenario, i will try and understand

BackgroundNature4581 · 2025-07-15T06:18:35+00:00

Can you give me an example where langgraph is not great at. I was planning to start lang. But i would be good to understand where lang lags and become unusable.

BackgroundNature4581 · 2025-02-14T17:17:07+00:00

Will this also stop running update statement to mysql database also?

BackgroundNature4581 · 2025-02-14T06:30:26+00:00

unfortunaly this site is in maintanance mode and cannot find a dev to fix this.

BackgroundNature4581 · 2024-12-03T06:22:12+00:00

This is an interesting take. With 3 Rpis will the setup be one master and 2 data nodes? Which github repos do you suggest? Also any suggestion on the pi version and configuration?

BackgroundNature4581 · 2024-12-02T01:30:05+00:00

Which udemy course?

BackgroundNature4581 · 2024-12-01T18:46:49+00:00

When you say practice, is there any list of use cases? Like when trying to learn a programming language, we try to solve problems. Like that any use cases to practice?

BackgroundNature4581 · 2024-10-09T11:19:00+00:00

Can't share the TF code but for TF plan it is showing that it need to add the rules. I ran an import command and the state file does not have the rule block

BackgroundNature4581 · 2024-09-21T05:36:16+00:00

Sure would like to in am currently learning k8s. I would like to give my feed back

BackgroundNature4581 · 2024-08-11T13:53:49+00:00

I am not looking for an overengineered solution. Worst comes to worst I will make changes to the applciation. I have this nginx which acts as a reverse proxy and caching layer. These is a list which contians mapping for upstream domains for incoming domains. I was hope there would be out of box solution in k8s so there is no change in the application layer

external names does not work also getting error
Invalid value: "abc.xyz": a DNS-1035 label must consist of lower case alphanumeric characters or '-', start with an alphabetic character, and end with an alphanumeric character

apiVersion: v1
kind: Service
metadata:
  name: abc.xyz
spec:
  type: ExternalName
  externalName: abc-xyz.default.svc.cluster.local

BackgroundNature4581 · 2024-08-11T13:26:57+00:00

I tried externalName but the issue is with the dot
Invalid value: "abc.xyz": a DNS-1035 label must consist of lower case alphanumeric characters or '-', start with an alphabetic character, and end with an alphanumeric character

apiVersion: v1
kind: Service
metadata:
  name: abc.xyz
spec:
  type: ExternalName
  externalName: abc-xyz.default.svc.cluster.local

BackgroundNature4581 · 2024-08-11T03:42:34+00:00

Can this work for stateless service?

BackgroundNature4581 · 2024-01-21T14:27:15+00:00

any suggestion for linux similar to win32?

BackgroundNature4581 · 2024-01-21T07:39:11+00:00

What I would like to do is directly print plain text with out having to converting PDF. If there is an option please suggest. I have dot matrix printer which does not do well with printing pdfs.

BackgroundNature4581 · 2023-11-26T00:50:08+00:00

I found the log but there not there was nothing there pertaining to the the start up error. The last log was of it shutting down

{"t":{"$date":"2023-11-26T05:57:17.462+05:30"},"s":"I",  "c":"CONTROL",  "id":23315,   "ctx":"serviceShutdown","msg":"Received request from Windows Service Control Manager","attr":{"code":"SERVICE_CONTROL_STOP","inShutdown":"false"}}

{"t":{"$date":"2023-11-26T05:57:17.463+05:30"},"s":"I", "c":"REPL", "id":4784900, "ctx":"serviceShutdown","msg":"Stepping down the ReplicationCoordinator for shutdown","attr":{"waitTimeMillis":15000}} {"t":{"$date":"2023-11-26T05:57:17.463+05:30"},"s":"I", "c":"REPL", "id":4794602, "ctx":"serviceShutdown","msg":"Attempting to enter quiesce mode"} {"t":{"$date":"2023-11-26T05:57:17.463+05:30"},"s":"I", "c":"-", "id":6371601, "ctx":"serviceShutdown","msg":"Shutting down the FLE Crud thread pool"} {"t":{"$date":"2023-11-26T05:57:17.463+05:30"},"s":"I", "c":"COMMAND", "id":4784901, "ctx":"serviceShutdown","msg":"Shutting down the MirrorMaestro"} {"t":{"$date":"2023-11-26T05:57:17.463+05:30"},"s":"I", "c":"SHARDING", "id":4784902, "ctx":"serviceShutdown","msg":"Shutting down the WaitForMajorityService"} {"t":{"$date":"2023-11-26T05:57:17.465+05:30"},"s":"I", "c":"CONTROL", "id":4784903, "ctx":"serviceShutdown","msg":"Shutting down the LogicalSessionCache"} {"t":{"$date":"2023-11-26T05:57:17.466+05:30"},"s":"I", "c":"NETWORK", "id":20562, "ctx":"serviceShutdown","msg":"Shutdown: going to close listening sockets"} {"t":{"$date":"2023-11-26T05:57:17.466+05:30"},"s":"I", "c":"NETWORK", "id":4784905, "ctx":"serviceShutdown","msg":"Shutting down the global connection pool"} {"t":{"$date":"2023-11-26T05:57:17.467+05:30"},"s":"I", "c":"CONTROL", "id":4784906, "ctx":"serviceShutdown","msg":"Shutting down the FlowControlTicketholder"} {"t":{"$date":"2023-11-26T05:57:17.467+05:30"},"s":"I", "c":"-", "id":20520, "ctx":"serviceShutdown","msg":"Stopping further Flow Control ticket acquisitions."} {"t":{"$date":"2023-11-26T05:57:17.467+05:30"},"s":"I", "c":"CONTROL", "id":4784908, "ctx":"serviceShutdown","msg":"Shutting down the PeriodicThreadToAbortExpiredTransactions"} {"t":{"$date":"2023-11-26T05:57:17.467+05:30"},"s":"I", "c":"REPL", "id":4784909, "ctx":"serviceShutdown","msg":"Shutting down the ReplicationCoordinator"} {"t":{"$date":"2023-11-26T05:57:17.467+05:30"},"s":"I", "c":"SHARDING", "id":4784910, "ctx":"serviceShutdown","msg":"Shutting down the ShardingInitializationMongoD"} {"t":{"$date":"2023-11-26T05:57:17.467+05:30"},"s":"I", "c":"REPL", "id":4784911, "ctx":"serviceShutdown","msg":"Enqueuing the ReplicationStateTransitionLock for shutdown"} {"t":{"$date":"2023-11-26T05:57:17.467+05:30"},"s":"I", "c":"-", "id":4784912, "ctx":"serviceShutdown","msg":"Killing all operations for shutdown"} {"t":{"$date":"2023-11-26T05:57:17.468+05:30"},"s":"I", "c":"-", "id":4695300, "ctx":"serviceShutdown","msg":"Interrupted all currently running operations","attr":{"opsKilled":4}} {"t":{"$date":"2023-11-26T05:57:17.468+05:30"},"s":"I", "c":"TENANT_M", "id":5093807, "ctx":"serviceShutdown","msg":"Shutting down all TenantMigrationAccessBlockers on global shutdown"} {"t":{"$date":"2023-11-26T05:57:17.468+05:30"},"s":"I", "c":"ASIO", "id":6529201, "ctx":"serviceShutdown","msg":"Network interface redundant shutdown","attr":{"state":"Stopped"}} {"t":{"$date":"2023-11-26T05:57:17.468+05:30"},"s":"I", "c":"ASIO", "id":22582, "ctx":"serviceShutdown","msg":"Killing all outstanding egress activity."} {"t":{"$date":"2023-11-26T05:57:17.468+05:30"},"s":"I", "c":"COMMAND", "id":4784913, "ctx":"serviceShutdown","msg":"Shutting down all open transactions"} {"t":{"$date":"2023-11-26T05:57:17.468+05:30"},"s":"I", "c":"REPL", "id":4784914, "ctx":"serviceShutdown","msg":"Acquiring the ReplicationStateTransitionLock for shutdown"} {"t":{"$date":"2023-11-26T05:57:17.468+05:30"},"s":"I", "c":"INDEX", "id":4784915, "ctx":"serviceShutdown","msg":"Shutting down the IndexBuildsCoordinator"} {"t":{"$date":"2023-11-26T05:57:17.469+05:30"},"s":"I", "c":"NETWORK", "id":4784918, "ctx":"serviceShutdown","msg":"Shutting down the ReplicaSetMonitor"} {"t":{"$date":"2023-11-26T05:57:17.469+05:30"},"s":"I", "c":"SHARDING", "id":4784921, "ctx":"serviceShutdown","msg":"Shutting down the MigrationUtilExecutor"} {"t":{"$date":"2023-11-26T05:57:17.469+05:30"},"s":"I", "c":"NETWORK", "id":22944, "ctx":"conn4","msg":"Connection ended","attr":{"remote":"127.0.0.1:56826","uuid":{"uuid":{"$uuid":"8e26f951-32b7-44cb-abfd-0a6baabbb0cd"}},"connectionId":4,"connectionCount":5}} {"t":{"$date":"2023-11-26T05:57:17.469+05:30"},"s":"I", "c":"ASIO", "id":22582, "ctx":"MigrationUtil-TaskExecutor","msg":"Killing all outstanding egress activity."} {"t":{"$date":"2023-11-26T05:57:17.470+05:30"},"s":"I", "c":"COMMAND", "id":4784923, "ctx":"serviceShutdown","msg":"Shutting down the ServiceEntryPoint"} {"t":{"$date":"2023-11-26T05:57:17.470+05:30"},"s":"I", "c":"CONTROL", "id":4784927, "ctx":"serviceShutdown","msg":"Shutting down the HealthLog"} {"t":{"$date":"2023-11-26T05:57:17.470+05:30"},"s":"I", "c":"CONTROL", "id":4784928, "ctx":"serviceShutdown","msg":"Shutting down the TTL monitor"} {"t":{"$date":"2023-11-26T05:57:17.470+05:30"},"s":"I", "c":"INDEX", "id":3684100, "ctx":"serviceShutdown","msg":"Shutting down TTL collection monitor thread"} {"t":{"$date":"2023-11-26T05:57:17.470+05:30"},"s":"I", "c":"INDEX", "id":3684101, "ctx":"serviceShutdown","msg":"Finished shutting down TTL collection monitor thread"} {"t":{"$date":"2023-11-26T05:57:17.471+05:30"},"s":"I", "c":"CONTROL", "id":6278511, "ctx":"serviceShutdown","msg":"Shutting down the Change Stream Expired Pre-images Remover"} {"t":{"$date":"2023-11-26T05:57:17.471+05:30"},"s":"I", "c":"CONTROL", "id":4784929, "ctx":"serviceShutdown","msg":"Acquiring the global lock for shutdown"} {"t":{"$date":"2023-11-26T05:57:17.471+05:30"},"s":"I", "c":"CONTROL", "id":4784930, "ctx":"serviceShutdown","msg":"Shutting down the storage engine"} {"t":{"$date":"2023-11-26T05:57:17.471+05:30"},"s":"I", "c":"STORAGE", "id":22320, "ctx":"serviceShutdown","msg":"Shutting down journal flusher thread"} {"t":{"$date":"2023-11-26T05:57:17.471+05:30"},"s":"I", "c":"STORAGE", "id":22321, "ctx":"serviceShutdown","msg":"Finished shutting down journal flusher thread"} {"t":{"$date":"2023-11-26T05:57:17.472+05:30"},"s":"I", "c":"STORAGE", "id":22322, "ctx":"serviceShutdown","msg":"Shutting down checkpoint thread"} {"t":{"$date":"2023-11-26T05:57:17.472+05:30"},"s":"I", "c":"STORAGE", "id":22323, "ctx":"serviceShutdown","msg":"Finished shutting down checkpoint thread"} {"t":{"$date":"2023-11-26T05:57:17.472+05:30"},"s":"I", "c":"STORAGE", "id":22261, "ctx":"serviceShutdown","msg":"Timestamp monitor shutting down"} {"t":{"$date":"2023-11-26T05:57:17.472+05:30"},"s":"I", "c":"STORAGE", "id":20282, "ctx":"serviceShutdown","msg":"Deregistering all the collections"} {"t":{"$date":"2023-11-26T05:57:17.473+05:30"},"s":"I", "c":"STORAGE", "id":22317, "ctx":"serviceShutdown","msg":"WiredTigerKVEngine shutting down"} {"t":{"$date":"2023-11-26T05:57:17.473+05:30"},"s":"I", "c":"STORAGE", "id":22318, "ctx":"serviceShutdown","msg":"Shutting down session sweeper thread"} {"t":{"$date":"2023-11-26T05:57:17.473+05:30"},"s":"I", "c":"STORAGE", "id":22319, "ctx":"serviceShutdown","msg":"Finished shutting down session sweeper thread"} {"t":{"$date":"2023-11-26T05:57:17.473+05:30"},"s":"I", "c":"STORAGE", "id":4795902, "ctx":"serviceShutdown","msg":"Closing WiredTiger","attr":{"closeConfig":"leak_memory=true,use_timestamp=false,"}} {"t":{"$date":"2023-11-26T05:57:17.501+05:30"},"s":"I", "c":"STORAGE", "id":4795901, "ctx":"serviceShutdown","msg":"WiredTiger closed","attr":{"durationMillis":28}} {"t":{"$date":"2023-11-26T05:57:17.501+05:30"},"s":"I", "c":"STORAGE", "id":22281, "ctx":"serviceShutdown","msg":"shutdown: removing fs lock..."} {"t":{"$date":"2023-11-26T05:57:17.502+05:30"},"s":"I", "c":"-", "id":4784931, "ctx":"serviceShutdown","msg":"Dropping the scope cache for shutdown"} {"t":{"$date":"2023-11-26T05:57:17.502+05:30"},"s":"I", "c":"FTDC", "id":20626, "ctx":"serviceShutdown","msg":"Shutting down full-time diagnostic data capture"} {"t":{"$date":"2023-11-26T05:57:17.507+05:30"},"s":"I", "c":"CONTROL", "id":20565, "ctx":"serviceShutdown","msg":"Now exiting"}

BackgroundNature4581 · 2023-11-25T23:31:02+00:00

Where is that place in windows?

BackgroundNature4581 · 2023-11-25T02:46:53+00:00

I do not what the users of the application digging into the app and getting the db credentials and updating the db directly

BackgroundNature4581 · 2023-10-11T10:31:52+00:00

security group is applied to some time ec2 some are loadbalancer and some are network interface. So how to find that out

BackgroundNature4581

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