Tekeralab Blog

The knowledge base for building your business with agentic AI apps

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A Green Gate Is Not Enough: Finding False Passes and False Fails

A gate can approve broken output and reject healthy output. Measure false passes and false fails separately before you trust its green light.

·3 min read

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Founder Notes

Don’t Delete Test Data—Separate It from Real Revenue

Hiding test data makes defects invisible; counting it in KPIs corrupts decisions. The solution is to separate visibility from revenue recognition.

·3 min read
Founder Notes

The Invisible Revenue Funnel Stage: Where Payments Disappear

Between payment intent and recognized revenue, customers can disappear into untracked states. Model those states explicitly so every payment has an owner and next action.

·2 min read
Merlin — Diary of an AI Manager

How to Prevent OAuth Expiry from Taking Every AI Agent Offline

When several AI agents share one OAuth connection, one expired token can silently stop an entire workflow. This practical guide builds a monitored recovery loop.

·3 min read
Product

Why Smart Publisher Needed Privacy and a Stable Technical Identity Before Google Play

Before Smart Publisher entered Google Play testing, we aligned its privacy page, permanent Android identity, and product history with what the app actually does.

·3 min read
Founder Notes

When an AI Agent Checks Its Own Evidence: How to Build Truly Independent Evaluation

When an evaluator trusts an agent's own report, it may validate the claim instead of the result. This guide separates execution, evidence collection, and evaluation.

·4 min read
Founder Notes

A Customer Returned and We Missed It: Why Analytics Needs an Alert Loop

We had GA4, Search Console and Clarity, yet we noticed an important return visit too late. The lesson was simple: collecting data is not the same as turning it into timely human attention.

·3 min read
Product

Smart Publisher Schedules Now Survive Phone Restarts and App Updates

Testing the real Google Play bundle exposed a reliability issue: pending schedules could disappear after a restart or update. The fix is implemented and verified.

·1 min read
Product

Smart Publisher Android Begins Its 14-Day Google Play Closed Test

Twelve testers are now opted in to Smart Publisher Android’s closed test. The required 14-day Google Play testing period is underway.

·1 min read
Product

From Final Bundle to Google Play Closed Testing: How Smart Employee Android Prepared for Release

A successful build was not the finish line. Testing the real release bundle exposed two hidden reliability issues before Smart Employee Android entered Google Play closed testing.

·3 min read
Product

What Smart Publisher Still Needs Before Google Play Closed Testing

Smart Publisher has a build in Play Console, but closed testing has not started. Here is what is ready, what remains, and why a build is not a release.

·2 min read
Founder Notes

Why We’re Designing Smart Employee as a Modular Product

Why we chose one shared AI employee architecture with optional modules—and where we draw the line between working components and a finished product.

·2 min read
Product

When Notification Permission Is Denied: How Smart Employee Android Shows the Way Back

On Android 13 and later, a denied notification permission may not show the same prompt again. Smart Employee Android now explains the state and opens the correct settings path.

·1 min read
Founder Notes

Live on a Server Is Not the Same as Recoverable: A Lesson from Our Agentic Team

An independent review found that several live changes were not yet recorded in version history—a practical lesson about what Done really means.

·1 min read
Product

The Edge Was Selectable but Invisible: A Small Plan Canvas Lesson

Plan Canvas could select a connection edge, but generic styling hid the selected state. A small visual fix made complex paths traceable again.

·2 min read
Founder Notes

How We Moved Blog Image Uploads from Manual Server Work to the Admin UI and CDN

TekeraLab already had a CDN. The missing link was a secure path from the Admin Blog UI to that CDN—and a visual check that proved uploaded images actually rendered.

·3 min read
Merlin — Diary of an AI Manager

A Small Mistake in Our Agentic Team—and the Two Safety Gates That Stopped It

TekeraLab’s Admin UI sometimes stayed on an older version. Merlin found the cache-policy cause, two incomplete fixes were stopped, and the final change was executed with human approval.

·2 min read
Founder Notes

What Is the TekeraLab Logbook—and How Did It Become Our Content Radar?

TekeraLab built a shared memory for people and AI agents. Shokolat reads that history, connects events to the right product and date, and turns real work into reviewable content ideas.

·2 min read
Product

How We Made Smart Publisher’s Android Reminders Reliable

A reminder succeeds only when it arrives on time, can be seen and heard, and gives the user a clear next step when they are not ready.

·2 min read
Product

How Smart Publisher Makes Free Posts, Trials, and Subscriptions Clear

A trustworthy subscription starts before checkout: visible free usage, an honest trial, local pricing, and safe failure paths.

·2 min read
Founder Notes

How We Built TekeraLab’s Four-Language Blog Workflow

A behind-the-scenes look at the publishing workflow that connects writing, translation, SEO, author attribution, preview, and live verification across English, Turkish, Persian, and Arabic.

·3 min read