Runbook Hygiene: Why Yours Are Lying to You
Your runbooks are out of date. I don't know your team, but I'd bet money on it. Most teams write runbooks once, in a panic after an outage, and then…
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Japan invented flow, then refused to use it.
The Genesis on the Factory Floor Long before user stories, sprints and swimlanes, Taiichi Ohno looked at a supermarket and said, "なるほど". In the late…
When a Human Is Your Integration
Most businesses don't buy disconnected systems on purpose. They arrive one tool at a time. You start with a spreadsheet. You add a CRM because the s…
Your token bill is the cheap part: dimensioning the real cost of an agent
Originally published on Loop & Retry — field notes on building LLM agents that survive production. The token bill is the cost you can see, becau…
What working with a national airline taught me about operations
Of all the places I have worked, the one that changed how I think about running things was not a technology company. It was an airline. I spent part…
GBase 8a 9.5.3 New Feature: Event‑Based Data Node Replacement (eventMode)
Starting from certain builds of GBase 8a 9.5.3, a new event‑driven method for replacing failed data nodes is available. Unlike the traditional redis…
I Spent $200 Solving a $2 Problem. That Is Why AI Site Reliability Will Matter.
So this weekend I spent $200 solving a $2 problem. Not because I was careless. Not because the system was broken in the old way. It happened because…
Why Enterprise AI Fails: It's an Operations Problem
What We Set Out to Understand In 2026, the dominant narrative around AI failure still points at the same suspects: outdated infrastructure, a shorta…
GBase 8a Operations in Practice: Load Monitoring, Audit Logs, and Memory Tuning
This guide covers three core areas of daily GBase 8a operations: tracking data loads and collecting error details, configuring audit logs and analys…
Runbook Hygiene: Why Yours Are Lying to You
Your runbooks are out of date. I don't know your team, but I'd bet money on it. Most teams write runbooks once, in a panic after an outage, and then…
What Drags Down Throughput in GBase 8a Bulk Loading — and Where to Look First
When loading large volumes into a gbase database cluster, stability matters far more than a single peak throughput number. The same 500 GB data set…
GBase 8c Distributed Cluster Operations: Troubleshooting Common Failures with Hands‑On Fixes
Node crashes, connection storms, shard anomalies, and resource overloads are the most frequent disruptions in a gbase database cluster. This guide d…
GBase 8a Data Migration: Standardizing Export, Load, and Verification
When moving data between GBase 8a clusters, stability trumps speed. Failures often stem not from the commands themselves but from inconsistent forma…
GBase 8c Object Dependency Checks Before Schema Changes
The real challenge in a gbase database schema change isn't writing the DDL — it's uncovering every object that depends on the table before you hit “…
GBase 8c DDL Change Risks: Object Dependencies and Troubleshooting
DDL changes in a gbase database often fail not because of syntax errors, but because of hidden object dependencies, long-running transactions, lock…
The Principle of Least Privilege: Operational Speed's Security Cost
The Principle of Least Privilege: Operational Speed's Security Cost While developing a production ERP, delayed shipment reports were always a headac…
Reducing Pager Fatigue: Why Excessive Alerting Systems Fall Short?
While recently discussing operational loads with a colleague, I heard them say, "I see the alerts, but I just don't feel like checking them anymore.…
Post-mortems and RCAs: why you should be doing them
The hard part of incidents isn't surviving them. It's making them count. Most teams handle the acute phase reasonably well. Something breaks, people…
Why AI Builds Your Workflows Faster Than Developers
In 2025, the question stopped being "can we automate this?" and became "why are we still paying someone to configure it?" The honest answer, for mos…