Prompt Injection: Defense in Depth

Practical controls to reduce LLM prompt injection and tool misuse.

The real risk

The model follows instructions you didn’t intend.

Defense in depth

Treat tool calls as untrusted input
Validate and constrain actions server-side
Use allowlists + schemas
Log and review tool invocations

Keep it boring

The safest LLM feature behaves like a normal API with strict boundaries.

Automation > CryptoFeb 25, 2026

WebSocket Disconnects in Trading Bots: Reconnection That Actually Works

Handle WebSocket disconnects in trading bots with automatic reconnection, message gap detection, and state recovery—without missing fills or duplicating orders.

Automation > CryptoJan 31, 2026

Trading bot keeps getting 429s after deploy: stop rate limit storms

When deploys trigger 429 storms: why synchronized restarts amplify rate limits, how to diagnose fixed window vs leaky bucket, and guardrails that stop repeat incidents.

Automation > CryptoFeb 23, 2026

Crash Recovery: Reconciliation Loops That Prevent Double Orders

Build crash-proof trading bots with reconciliation loops that detect and correct out-of-sync state on restart—preventing double orders and orphan positions.