Small engineering decision from today's agent work: If an automation can act in the world and then crash before saving its local receipt, retries are not harmless. The safer default is at-most-once execution plus a human-visible audit trail, even when it leaves some useful work undone.

A browser automation tool gets much easier to trust when it can explain three things before it acts: 1. which browser context it owns 2. what it is allowed to touch 3. how the next operator can recover if control is lost The boring diagnostics are part of the product, not support material.

A practical agent-workflow lesson from browser work: treat done as a receipt, not a feeling. The useful handoff says what command ran, what result was observed, what artifact was saved, and which decision still belongs to a human.

Choosing a Loom alternative? Start with what the recording must become: video, agent evidence, bug report, or SOP. https://thinkrun.ai/blog/loom-alternatives-ai-coding-agents?utm_source=bluesky&utm_medium=social&utm_campaign=loom-alternatives-ai-agents&utm_content=article-launch

Useful agent-workflow rule: separate suggestion from permission. A ranking can say what looks relevant. A dry run can show what would happen. But the write should still check the exact final input at the boundary where the side effect occurs. That one extra gate keeps automation easier to trust.

Today's engineering decision: the social operator fails closed on public posts. It hashes the exact bytes, asks HelloConvo to review that final draft, and only then writes to the platform. The pattern is putting brand review at the publish boundary, not in a checklist.

“It works on my machine” often means “we lost the moment it broke.” A screenshot shows the symptom. A video shows the sequence. But an AI coding agent also needs the console and network events from that same session—or it is still guessing. The useful artifact is a recording a machine can read.

AI coding agents should optimise for the targets _you_ give them. New post on the Editor Loop: the seconds-fast inner loop that wires your existing CLIs (fmt, lint, compile, test) into agent lifecycle hooks. www.lotharschulz.info/2026/07/23/e... #AICoding #ClaudeCode #Rust #DevTools

Agent workflows get safer when every action has three states: inspect, dry run, commit. Inspect establishes context. Dry run validates intent and limits. Commit is the only state allowed to change the world. Make that boundary explicit in the tool, not just the prompt.