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✦ Tips/2026-09-02Intermediate

The work-root guard I run before letting an agent near several repositories

When several repositories share one machine, an agent's working root is remarkably easy to mix up. Here is a small guard that compares resolved paths, tested against seven inputs.

◈ Agents/2026-08-28Intermediate

Git Tracks the File, but Your Agent Can't See It. Here's Where It Drops Out

An agent's code search returned two files. git grep returned six. I traced the three paths that quietly drop tracked files out of search, measured them on a synthetic repo and a production one, and worked out how to spot the gap in a single line.

▣ App Dev/2026-08-24Advanced

The Cleanup Step Removed the Working Directory, Not Its Contents — Making Unattended Destruction Fail Closed

An unattended cleanup step deleted the working directory itself instead of what was inside it. Here is why the mkdir -p that followed was not a safety net, and how a defensive-looking default value ended up selecting the destructive branch, with the actual verification output.

◈ Agents/2026-08-21Intermediate

Why I Check Description Overlap Before Turning On inheritCustomizations

CLI 1.1.14 collapsed markdown agent inheritance into a single inheritCustomizations switch. Here is what happened when I actually inventoried the 47 skills in my workspace and decided the switch on description overlap rather than on context size.

⚙ AI Tools/2026-08-19Advanced

When Antigravity Swaps Its Default Model, Only the Jobs You Narrowed First Survive

Gemini 3.7 Flash is now the default model for Antigravity agents. The places you never configured are exactly the places that shift silently. Here is how to inventory your default-model exposure, then split your jobs into move-now and hold, scored by how much output freedom you left open.

◈ Agents/2026-08-16Intermediate

Android 17 Went Canary-Only, So I Gave My Agent the Silence Rules First

Android 17 dropped Developer Previews in favour of rolling Canary builds, which moved the verification deadline onto my side of the table. Here is how I handed the tracking job to an Antigravity agent by designing when it stays quiet, not when it reports.

▣ App Dev/2026-08-15Intermediate

How Far to Narrow an Agent's Choices in a 30-Category Wallpaper Classification Pipeline

Asking an agent to pick one of 30 categories per image means re-running every image the moment a definition changes. Here is the reasoning and the implementation behind switching to closed-vocabulary tags plus a deterministic rule mapping.

◈ Agents/2026-07-29Advanced

A Typo in agent.md Quietly Widened My Permissions — Writing a Strict Frontmatter Lint

Misspelled keys in agent.md frontmatter do not raise errors. They fall back to defaults, and for permission fields that fallback points the wrong way. Here is the failure I hit, the lint I wrote to catch it, and what the measurements showed.

⟐ Editor/2026-07-17Advanced

One Space in a Path, and Nine Commands Reported Success While Counting the Wrong Place

A single space in a workspace name sends agent-written commands somewhere else, quietly. Measurements across eleven unquoted-path forms, and the entry-point script that closes the boundary in one cd.

▣ App Dev/2026-07-17Advanced

Android 17's Local Network Permission: Inventory Every LAN Call Site Before You Hand the Fix to an Agent

Apps targeting the new API level need explicit permission to reach the local network. A grep for private IPs found 2 of my 11 LAN paths. Here is the detector that found all 11, and how I turned its output into eleven checkable tasks for an agent.

◈ Agents/2026-05-27Intermediate

Running 50+ AdMob Mediation Groups Alone: Four Tasks I Handed to an Agent, Four Decisions I Kept

Two wallpaper apps on iOS and Android put me past 50 AdMob mediation groups. Here are the four tasks I handed to an agent, the four decisions I kept, and the sample-size hole I later found in the evaluation code I had published.

◈ Agents/2026-05-27Advanced

Record & Replay for Antigravity Agents

How to deterministically replay a failed Antigravity Agent run offline, drawn from a month of running it across four production sites. Covers boundary recording, R2 + KV storage costs, PII masking, and a working TypeScript harness.