Automation on Daniel Ancuta

Give Your AI Agent Tools, Not Just Instructions

Fri, 09 Oct 2026 00:00:00 +0000

Your agent follows your conventions. Until it doesn’t.

The context fills up and the rules get compacted away. A subagent starts fresh and never saw them. Two skills say different things. Then the branch is feat/add-export on Monday and add-export-feature on Tuesday, a commit has no footer, a .env file gets staged.

From Ticket to Green PR: Automating the Whole Dev Loop with an AI Agent Harness

Wed, 30 Sep 2026 00:00:00 +0000

Most AI coding workflows stop where the fun ends: the agent writes code, and you do the rest. Create the branch, write the commit, open the PR, refresh the checks page, read the review comments, fix them, push, refresh again.

AI Agents in Your CI/CD: Why GitHub Rulesets Matter Now More Than Ever

Sun, 01 Feb 2026 00:00:00 +0000

AI agents are getting scary good. Tools like clawbot can understand your codebase, write features, fix bugs, and commit changes - all without much human input.

But that doesn’t mean you should let them run wild.

Claude Compose Sandbox: Flexible Docker Environment for AI Agents

Tue, 06 Jan 2026 00:00:00 +0000

Running AI agents locally is great until you realize they have full access to your machine. One wrong command and you could lose important files.

Docker sandboxes solve this, but the official one lacks flexibility - no persistent workspaces, no multi-instance support, limited customization.

From Bug Fixes to Full Features: Building React Applications with Claude Code

Sat, 29 Nov 2025 00:00:00 +0000

So here’s the situation: our frontend team had this growing backlog of UI tweaks.

Buttons slightly off, wrong font sizes, missing translations, components that didn’t quite match what the designers put in Figma.