One Transient 401 Replaced My Long-Lived Token — Giving Credentials a Provenance Field
A shared credential file can lose its long-lived token to a single transient 401. I injected exactly one 401 into a 24-worker fleet, measured the blast radius, and compared a provenance guard against full isolation.
Resuming After a Budget Stop: What 36 Enumerated Stop Points Taught Me
A budget cap that halts a headless run is neither success nor failure. I enumerated every stop point, measured resume integrity and total spend, and ended up changing what the cap applies to.
I Stopped the Headless Claude Code Job, but the Build Kept Running — Designing Teardown Around exit 143
In headless mode, a SIGTERM received while Claude Code was mid-Bash used to orphan the command's process tree. The 2.1.212 fix changes that to a clean exit 143. Here is how to redesign your supervisor and cleanup around that contract.
Which Model Ran Last Night's Unattended Session? Building Model Attribution and Default-Drift Detection After the Sonnet 5 Switch
Claude Code's default model switched to Sonnet 5, and unpinned headless runs changed models silently. Here is a working design for extracting the actual model from run output, appending an atomic run record, and deciding per task lineage whether to pin or follow the default.
Will It Stay Light When You Run It Unattended? Observing and Capping Claude Code's Long-Session Memory
How to keep long, unattended Claude Code sessions from slowly getting heavier — with a tiny ps-based RSS sampler, a rolling-baseline watchdog, and session segmentation, shown with working scripts and a before/after comparison.
The Day a Billing Change Got Reversed at the Last Minute — Designing a Reversible Pipeline So You Don't Rewrite in a Panic
A billing change due to take effect on June 15 was retracted at the eleventh hour. From the position of someone who had literally logged 'effective today' the night before, here is why I didn't have to scramble to rewrite my headless stages, and how to build a pipeline that survives reversals and delays — with working code.
When an Announced Billing Change Gets Paused at the Last Minute: Designing Automation That Doesn't Rush the Cutover
A billing change that was supposed to take effect on June 15 was paused that same day. If your pipeline trusts the announced date, a retraction breaks it twice. Here is a design that decides the cutover from a runtime signal, with implementation code.
Two Days Into the Billing Change: How Far My Headless Costs Drifted From the Estimate
On June 15 the billing change moved headless execution onto separate monthly credits. Two days in, I broke down cost per pipeline stage and found one stage running at roughly double my estimate. Here is how I measured it, and why I moved one stage back to my subscription.
On the day the billing change took effect, I added per-stage cost metering to my headless runs
The June 15 billing change moved headless runs and agent delegation onto monthly credits. Here is a thin metering layer that records token usage per stage tag from response.usage and emits a daily cost report, with working code.
Record Which Model Actually Answered — Attestation Logging for Headless Pipelines
Persist the model field and usage from every API response so you can detect when the served model differs from the one you requested, and reconcile per-model cost ahead of the usage credits change.
Measuring a Week of Headless Usage the Night Before the Billing Change
With headless Claude Code moving to monthly credits on June 15, I spent a week logging how many tokens my unattended runs actually consume, so I could pick a plan based on numbers instead of a guess.
What the June 15 Claude Code Billing Change Means for Headless Runs
From June 15, 2026, the Agent SDK, headless claude -p, GitHub Actions, and third-party agents move to monthly credits. Here's how a solo developer running automation decided what to keep and what to cut.