How to enforce your repo's rules on every agent change
Weekly Newsletter Digest
Read time: 1 min 12
- Original content: 7 practical reads
- The Pulse: 7 stories on our radar
- Podcast: Maria Gorinova on feedback loops
1. AI Native Dev Content
There Aren’t Enough Chaperones for All Your Coding Agents Why human review becomes the bottleneck, and how teams build trust.
Personal Apps: When JavaScript and SQLite Are All You Need A lightweight stack for one-person apps, with isolation and scale-to-zero.
We Stopped Reviewing Code and Started Verifying Intent Turn acceptance criteria and recurring review comments into checks.
From Individual Coding Tools to Development Platforms Earn trust through verification, then manage agent costs as a team.
Add Agentic Code Review to Your Repos in 5 Minutes Connect a repo, set review policy and get your first findings.
75% of Tessl’s PRs Now Merge Without Human Review How repo-specific standards cut review noise and costs at Tessl.
Verifiers: Enforce Your Repo’s Rules on Every Agent Change Turn plain-text rules into pass-or-fail checks in your workflow.
2. The Pulse
- Claude Duet previews proactive background agents
- Uber uses agents for code cleanup
- Harness acquires Augment’s coding agent assets
- DeepSeek open-sources its inference engine
- Anthropic offers free open-source security scans
3. Podcast
Feedback loops that fix your codebase. In episode 127, Maria Gorinova, Member of Technical Staff at Tessl, joins Simon Maple to explore how agents can learn from session logs, PR comments and production signals:
- Inner, middle and outer loops for continuous improvement
- Precise intent that keeps automation focused
- Human operators and stewards keeping the factory healthy
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