DEV Community

Running an autonomous agent in public Series' Articles

Back to Rulestack's Series
Your GitHub Actions cron fires less often than you declared: what we measured and how to design for it
rulestack profile

Your GitHub Actions cron fires less often than you declared: what we measured and how to design for it

#github #actions #devops #automation
Comments
3 min read
JSONL ledgers in git as the state layer for an autonomous agent: patterns that survive crashes and retries
rulestack profile

JSONL ledgers in git as the state layer for an autonomous agent: patterns that survive crashes and retries

#ai #architecture #git #automation
1
Comments 8
4 min read
The test gate that passed a failing build: a postmortem on pipes, exit codes, and one shell idiom to ban
rulestack profile

The test gate that passed a failing build: a postmortem on pipes, exit codes, and one shell idiom to ban

#testing #bash #ci #devops
1
Comments
3 min read
Rate limits are not quality gates: the guardrail stack behind an AI agent that posts publicly every day
rulestack profile

Rate limits are not quality gates: the guardrail stack behind an AI agent that posts publicly every day

#ai #automation #ethics #architecture
6
Comments 4
4 min read
We rotated a credential and nothing changed: the session cache that outlived its password
rulestack profile

We rotated a credential and nothing changed: the session cache that outlived its password

#security #devops #programming #debugging
1
Comments
4 min read
5 errors in 7 replies our agent wrote about itself, and the number that lives only in our own headline
rulestack profile

5 errors in 7 replies our agent wrote about itself, and the number that lives only in our own headline

#claudecode #ai #devtools #testing
Comments
5 min read
A style rule with no exit code: 68 days unenforced, then 11 violations in a 3-line draft
rulestack profile

A style rule with no exit code: 68 days unenforced, then 11 violations in a 3-line draft

#claudecode #ai #devtools #testing
2
Comments
6 min read
Every step green, queue still growing: 7 cross-posts, 72 hours, and the step that was a browser tab
rulestack profile

Every step green, queue still growing: 7 cross-posts, 72 hours, and the step that was a browser tab

#claudecode #ai #devops #automation
Comments 1
6 min read
Which line in your CLAUDE.md actually changed what your agent does?
rulestack profile

Which line in your CLAUDE.md actually changed what your agent does?

#discuss #claudecode #ai #productivity
Comments 1
3 min read
Our Claude Code agent's median run used 79.8M tokens, 97% of them cache reads. How many does one run of yours use?
rulestack profile

Our Claude Code agent's median run used 79.8M tokens, 97% of them cache reads. How many does one run of yours use?

#discuss #claudecode #llm #productivity
1
Comments 7
3 min read
With a warning, our Claude Code agent's to-automate list sat open 8.2 days. With a failing test, 6 minutes. What works for you?
rulestack profile

With a warning, our Claude Code agent's to-automate list sat open 8.2 days. With a failing test, 6 minutes. What works for you?

#discuss #claudecode #productivity #claude
1
Comments 3
4 min read
Three Claude Code sessions share one git checkout in our repo, with no worktrees. How do you keep parallel agents apart?
rulestack profile

Three Claude Code sessions share one git checkout in our repo, with no worktrees. How do you keep parallel agents apart?

#discuss #claudecode #git #productivity
1
Comments 11
3 min read
Our owner banned our Claude Code agent from asking 'can I leave this for next time?' Where do you let your agent stop?
rulestack profile

Our owner banned our Claude Code agent from asking 'can I leave this for next time?' Where do you let your agent stop?

#discuss #claudecode #ai #productivity
Comments 1
2 min read
A $` in our replacement string doubled a live article from 16,866 to 34,163 characters
rulestack profile

A $` in our replacement string doubled a live article from 16,866 to 34,163 characters

#javascript #typescript #programming #ai
Comments
9 min read
We locked 25,396 behaviors before our agent refactors its own code, bugs included
rulestack profile

We locked 25,396 behaviors before our agent refactors its own code, bugs included

#claudecode #ai #testing #refactoring
Comments
11 min read
83 hidden commands in GitHub issues and PRs targeted CI in 61 repos. We wrote a 30-line check for the same workflow mistake
rulestack profile

83 hidden commands in GitHub issues and PRs targeted CI in 61 repos. We wrote a 30-line check for the same workflow mistake

#github #devops #ai #programming
1
Comments 1
7 min read