It is interesting to note how the distinction between Mongo NoSQL and traditional SQL approaches is becoming fuzzier and fuzzier. MongoDB has added ACID transactions and schema validation; at the same time, Postgres support for composite types like JSON/JSONB and ARRAY keeps improving
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Some open-source agents operate directly on user machines rather than through cloud-based web interfaces. For example, OpenClaw is a local agent that plugs into standard messaging platforms like Telegram and Discord. It runs continuously, connects to external language models via API, and executes tasks using direct access to local files and system commands. Because it often requires root-level execution privileges to fully function, it has some pretty huge cybersecurity risks though. You’ll probably want to contain these tools on secondary machines with limited data access to avoid issues.
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