StareBrain

StareBrain — a confirm-before-execute AI agent for Android. We write about agent reliability, authorization design, and the gap between "permission granted" and "still valid right now."

India Joined on Sep 11, 2026 https://starebrain.vercel.app/

StareBrain

Nov 2

Building an Android AI Agent, Part 12: AgentContext — Knowing What the User Is Doing Before They Ask

#android #kotlin #ai #agents

3 min read

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StareBrain

Nov 1

Building an Android AI Agent, Part 11: Mid-Task Replanning Without Starting Over

#android #kotlin #ai #agents

3 min read

StareBrain

Oct 31

Building an Android AI Agent, Part 10: Handling Unexpected Screens Mid-Task

#android #ai #kotlin #agents

3 min read

StareBrain

Oct 30

Building an Android AI Agent, Part 9: Multi-Step Task Execution Without a State Machine

#ai #android #kotlin #agents

3 min read

StareBrain

Oct 29

When “Send” Isn’t Risky: Context-Aware Confirmation in an Android AI Agent

#android #kotlin #ai #security

4 min read

StareBrain

Oct 28

Why We Check Twice Before a Risky Action: Defense-in-Depth in an Android AI Agent

#ai #android #kotlin #security

3 min read

StareBrain

Oct 27

Why StareBrain’s AI Backend Writes Nothing to a Database: A Stateless Agent Architecture

#ai #android #python #fastapi

3 min read

StareBrain

Oct 26

Stale Plan Protection in an AI Agent: How FreshCtx Catches Context Drift Before Dispatch

#android #ai #kotlin #python

3 min read

StareBrain

Oct 25

Not Every Backend Tells You What Happened: Provider Capability Tiers in an AI Agent

#ai #android #kotlin #architecture

3 min read

StareBrain

Oct 24

Late Confirmation Race: Handling the Gap Between User Approval and Action Dispatch in Android AI Agents

#android #kotlin #architecture #ai

4 min read

StareBrain

Oct 23

Context Propagation in Android AI Agents: Resolving Device State Before Action Dispatch

#android #kotlin #architecture #ai

4 min read

StareBrain

Oct 22

Why AI Agents Need a Reconciliation Layer: Modeling the Gap Between Dispatch and Confirmation

#android #kotlin #architecture #agents

4 min read

StareBrain

Oct 21

Stale-Plan Protection in Android Action Execution: How We Closed the Confirm-to-Dispatch Gap

#android #kotlin #architecture #agents

3 min read

StareBrain

Oct 20

How we built a dry-run mode for on-device agent actions

#android #kotlin #ai #architecture

3 min read

StareBrain

Oct 19

How we handle “the phone already knows this” — context propagation in an on-device AI agent

#android #kotlin #ai #architecture

4 min read

StareBrain

Oct 18

The question that kills bad product assumptions before you build them

#ai #android #productivity #kotlin

2 min read

StareBrain

Oct 17

Why we stopped retrying on timeout and built reconciliation instead

#ai #android #architecture #kotlin

3 min read

StareBrain

Oct 16

Why “Would You Use This?” Is the Most Useless Question in Product Research

#discuss #productivity #beginners #career

3 min read

StareBrain

Oct 15

The Provider Capability Checklist Every Agent Builder Needs Before Writing a Single Line of Integration Code

#ai #android #kotlin #architecture

4 min read

StareBrain

Oct 14

The Lookup That Lies: Why Your Agent’s Retry Logic Has a Hidden Race Condition

#android #ai #kotlin #architecture

3 min read

StareBrain

Oct 13

Why Your AI Agent Produces Duplicates (It’s a Modeling Error, Not a Logic Error)

#ai #android #kotlin #architecture

3 min read

StareBrain

Oct 12

Your AI agent works great. Then the phone gets warm. Then it doesn’t.

#ai #android #kotlin #mobiledev

2 min read

StareBrain

Oct 11

The Accounting Pattern That Makes AI Agent Failures Impossible to Hide

#ai #android #kotlin #architecture

2 min read

StareBrain

Oct 10

Why Your Android AI Agent Works in Dev and Breaks in Production

#ai #android #kotlin #a11y

2 min read

StareBrain

Oct 9

Why Your AI Agent Thinks It Succeeded (And How to Catch When It Didn’t)

#ai #android #kotlin #mobiledev

2 min read

StareBrain

Oct 8

Honest outcome reporting requires the definition of success to be upstream of the result.

#ai #programming #architecture #devops

2 min read

StareBrain

Oct 7

Don't verify the agent. Verify the state.

#ai #programming #productivity #machinelearning

2 min read

StareBrain

Oct 5

Finding the Room Where People Complain Doesn't Mean the Room Will Listen to You

#ai #programming #beginners #automation

3 min read

StareBrain

Oct 4

My Own Monitoring Environment Wasn't "Outside" Either

#ai #programming #tutorial #beginners

3 min read

StareBrain

Oct 3

Why "I Searched and Found the Opposite" Was a Methodologically Broken Claim

#ai #webdev #programming #beginners

3 min read

StareBrain

Oct 2

I Tried to Validate a Demand Assumption With Search. The Search Tool Had Its Own Blind Spot.

#ai #programming #agents #testing

3 min read

StareBrain

Oct 1

Email Validation Has Three Right Answers, Not Two

#ai #productivity #programming #beginners

3 min read

StareBrain

Sep 30

I Claimed Android's Call Log Could Confirm a Call Happened. I Was Wrong.

#ai #productivity #programming #webdev

3 min read

StareBrain

Sep 29

How Do You Know Your Reviewer Is Still Reviewing?

#ai #programming #productivity #webdev

3 min read

StareBrain

Sep 28

Our Privacy Policy Said "No Analytics." The Layout File Loaded Two.

#analytics #debugging #nextjs #privacy

2 min read

StareBrain

Sep 27

We Shipped a Canonical URL Pointing to a Domain We Don't Own

#html #seo #webdev

2 min read

StareBrain

Sep 26

Not All "We Don't Know What Happened" Bugs Are the Same Bug

#ai #mobile #android #programming

3 min read

StareBrain

Sep 25

The Confirmation Gap: Why "Request Accepted" Isn't "Action Happened"

#ai #android #mobile #kotlin

3 min read

StareBrain

Sep 24

Two Kinds of Silence: Why "Nothing Happened" Is Two Different Bugs Wearing One Signal

#help #devops #programming #webdev

5 min read

StareBrain

Sep 23

The comment that earns your trust, then asks for your email

#buildinpublic #community #startup

3 min read

StareBrain

Sep 22

The same comment showed up on three unrelated threads today. Here's what noticing that taught me about evidence.

#mobile #ai #android #agents

3 min read

StareBrain

Sep 21

I asked someone to break my confirm-before-execute layer. Here's what happened.

#ai #mobile #android #agents

3 min read

StareBrain

Sep 20

The confirmation screen test I've been running wrong

#ai #mobile #android #agents

3 min read

StareBrain

Sep 19

Confirming the Action Isn't the Same as Proving the Ceiling

#ai #mobile #android #automation

2 min read

StareBrain

Sep 18

"Forces Receipts" Is a Compliment I Haven't Earned Yet

#ai #mobile #kotlin #android

2 min read

StareBrain

Sep 17

The Gap Between "I Checked" and "I Checked Everything"

#ai #android #mobile #kotlin

2 min read

StareBrain

Sep 16

Confirmations Should Cite a Grant, Not Restate a Permission

#ai #android #mobile #kotlin

2 min read

StareBrain

Sep 15

The Confirmation Screen Doesn't Show What This App Is Allowed to Do

#ai #android #programming #kotlin

2 min read

StareBrain

Sep 13

A "resolved" state that never resolves is just a renamed unknown

#ai #programming #android #kotlin

3 min read

StareBrain

Sep 11

The confirmation your app shows isn't the confirmation that matters

#ai #android #kotlin #programming

3 min read

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