Circuit Breakers Need a Recovery Probe
Limit calls to a failing dependency while making recovery bounded, observable, and resistant to late results from earlier attempts.
More issues
Pagination Needs a Consistency Contract
Use a stable keyset cursor for traversal, then choose explicitly whether clients are reading a moving feed or a reproducible snapshot.
File Uploads Need a Quarantine State
Bind approval to an immutable object version so a slow scanner cannot approve replacement bytes, and keep access gated by explicit upload state.
Webhook Consumers Need a Replay Contract
Authenticate exact request bytes, preserve delivery identity in an inbox, and define what duplicate delivery means after a crash or a long delay.
Request Deadlines Need an End-to-End Budget
Make queue time, downstream attempts, retry delays, and cleanup share one deadline, with an explicit contract for cancellation and propagation.
LLM Sandbox Goes Containerless: Bubblewrap and NsJail Backends
How LLM Sandbox runs each command in a fresh native Linux sandbox while keeping session files, plus controlled benchmarks against Docker and the tradeoffs that matter.
My setup for agentic-native engineering workflow with terminal environment
Here's the shift nobody quite announced: I no longer spend my day typing code. I spend it directing agents that type code. And the moment that became true, my whole setup started feeling like the wrong shape.
So I did the thing I always end up doing - I
Where Do Developers Go From Here?
Programming is solved. Software engineering stays relevant for years - before the transition into product engineering, with a completely new set of skills.
How I Built an Entire Engineering Team with Claude Code
How I built skills that turned Claude Code from a forgetful intern into a senior engineering team.
Build your own Redis (3/5) - Redis Replication
Following our exploration of Redis's persistence mechanisms, we now dive into one of Redis's most critical architectural features: replication. Replication enables data redundancy, read scaling, and high availability by maintaining copies of data across multiple Redis instances. Let's explore how Redis achieves this through