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Notes from shipping production systems

Engineering patterns for blockchain, AI automation, and trading reliability. Practical lessons from real projects.

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AIOperationsExecution

How we built an AI war-room execution system that actually ships

A practical blueprint for moving teams from planning loops to measurable execution using approvals, guardrails, and automation.

12 min read2026-02-16

Showing 8 articles in All

AIOperationsExecution

How we built an AI war-room execution system that actually ships

A practical blueprint for moving teams from planning loops to measurable execution using approvals, guardrails, and automation.

12 min read2026-02-16

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Solana release and blockchain deployment workflow

BlockchainSolanaReliability

Shipping Solana programs safely: testing + release playbooks

How we structure Anchor tests, environments, and release steps to avoid production surprises.

8 min read2024-06-10

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AILLMOpsSecurity

LLM guardrails that stick in production

Evals, fallbacks, and rollout controls we use for AI agents and automation.

10 min read2024-06-02

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TradingObservabilityReliability

Telemetry that trading teams actually use

Dashboards, alerts, and SLOs that keep trading systems observable during volatility.

7 min read2024-05-20

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BlockchainSecurityWeb3

Wallet auth patterns for Web3 apps

Session management, RBAC, and safety checks for wallet-based onboarding.

9 min read2024-05-10

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Data pipeline monitoring and drift detection

DataAIObservability

Data pipelines without drift

Contract tests, monitors, and runbooks to keep data + model pipelines healthy.

8 min read2024-04-28

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BlockchainLaunchSecurity

Token launch ops: claims, liquidity, and observability

Practical steps to make token launches predictable with monitoring and anti-abuse.

11 min read2024-04-14

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TradingRiskSecurity

Guardrails for market making systems

Limits, hedging hooks, and reporting we standardize for liquidity builds.

9 min read2024-03-30

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