#3. Agent Memory: It's not just context window π³
- Working memory: Current context scratchpad.
- Short-term: Session history & conversation state.
- Long-term: Hybrid RAG, vector DBs & knowledge graphs.
Without persistent memory, your agent has severe amnesia every session.
Vibe coders: Are you storing real episodic memory, or just wiping the context window clean every reload? π
175 followers already! π
Slowly building my little community here.
Iβm new to @X and would love to connect with more:
π Vibe Coders
π» Developers
π¨ Designers
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Say hi, tell me what youβre working on, and letβs connect! π€
The scariest thing in production:
A. Friday afternoon deployment
B. Dropping a table by accident
C. The surprise $1,000 OpenAI bill
Which one gives you chills? π
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You delete a single test workspace in your database.
Thanks to `ON DELETE CASCADE`, half of production just vanished in 200ms.
How do you architect against this forever?
A. Soft deletes only (`is_deleted` flag everywhere)
B. Remove CASCADE and handle deletions explicitly in application logic
C. Database read-only replicas with delayed replication
D. Never delete anything, ever again
Pick your safeguard ππ
A compromised user account needs to be revoked instantly across all active sessions.
Your auth is 100% stateless JWTs with 7-day expiration.
Whatβs your production fix?
A. Shorten JWT expiry to 15m + use Redis for refresh token blocklists
B. Rotate the global JWT secret and log literally EVERYONE out
C. Check a "token_version" column in the DB on every single request
D. Wait 7 days and hope for the best
What's the right architecture play? π
10,000 users connect to your WebSocket server.
Memory usage steadily climbs until the server OOM kills itself after 3 hours.
Where's the leak hiding?
A. Uncleaned event listeners on disconnect
B. In-memory message buffer queue without a backpressure limit
C. Heartbeat ping intervals never getting cleared
D. Node.js garbage collection just being lazy
Drop your bet π