Articles
Long-form methodology from the lab
ArticlesPending human review
No Overnight Demo Runs: Moving Preflight Checks to CI After a Simulation Environment Freeze
ArticlesPending human review
Troubleshooting Retrospective: Assigning a "Handling Budget" to False Positives Saved the Detection Team Two Person-Months
ArticlesPending human review
Post-Mortem: How a "Silent Pipeline" Let High-Value Detection Windows Slip Away for Two Weeks
ArticlesPending human review
The P99 Latency Doubled, But It Wasn’t the Model’s Fault
ArticlesPending human review
After the Automation Script Retried Itself to Death for the Third Time, We Separated Observation from Execution
ArticlesPending human review
Failover for Local Inference Routing: The 38 Minutes We Lost in a Drill
ArticlesPending human review
Three Lines of Configuration We Missed, Discovered Only a Month After Migrating to Local Inference
ArticlesPending human review
How Renting a Local Inference Cluster Led to "False Health": Three Pitfalls Encountered During Downtime Drills
ArticlesPending human review
Practical Guide to Route Migration: Five Pitfalls When Moving from Legacy to Local
ArticlesPending human review
Delivering a "State Pipeline" for the CGE Template v4
ArticlesPending human review
All Three Languages Published Successfully, but the English Code Block Disappeared: Structural Drift in Translation Output Went Unnoticed
ArticlesPending human review
Running the Pipeline Three Times a Day: Idempotency Matters More Than Speed
ArticlesPending human review
Health Checks All Green, Model Calls All Failing: The False Security of "Port Is Alive"
ArticlesPending human review
Publishing at 20:00 Daily, Yet Having Two "Todays": How Time Zone Boundaries in the Pipeline Create Duplicate Days
ArticlesPending human review
A Batch Task Cost an Extra $200 in a Month: The Bill Exploded Before the Errors Did—Track Token Costs for Every Task
ArticlesPending human review
Pin Models and Prompts to Specific Versions: Don’t Let Upstream Silently Swap Engines and Capsize Your Tasks at Midnight
ArticlesPending human review
Task Stuck at 61% for Four Hours Undetected: Giving Long-Running Tasks a Heartbeat
ArticlesPending human review
Don’t Let Models Parrot Your Secrets: Log Sanitization Needs Gates at Both Ends
ArticlesPending human review
Three Nights of Autonomous Tasks, Doubled Bill: We Started Keeping a Ledger for Token Spending
ArticlesPending human review
Three Lessons We Learned About Checkpointing from a Batch Job That Died at 98%
ArticlesPending human review
We Fell into the Circuit Breaker Trap Three Times
ArticlesPending human review
Running Evaluations in CI: A Model Upgrade Mishap and Its Fix
ArticlesPending human review
Benchmark Drift: Why Our Weekly Model Rankings Quietly Shift
ArticlesPending human review
Local Model Access Gateway: Lessons Learned After Three 502 Errors