How to Give an AI Agent Safe Access to an Internal API with MCP
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How to Encrypt PII in Data Pipelines While Keeping It Searchable
Learning Oct 06, 2026

How to Encrypt PII in Data Pipelines While Keeping It Searchable

At Intuit, my team built a data pipeline that processed TurboTax e-filing data. This data needed to be made available for dashboards, analytics, and other downstream use cases. One of the biggest chal

Synapse: A Dev Dashboard for Laravel AI SDK Agents
Learning Oct 06, 2026

Synapse: A Dev Dashboard for Laravel AI SDK Agents

Synapse from Redberry lists your Laravel AI SDK agents, lets you chat with them in the browser, and shows their tool calls and token usage.

Grant: Enum-Based Roles and Permissions for Laravel
Learning Oct 05, 2026

Grant: Enum-Based Roles and Permissions for Laravel

Grant defines Laravel roles and permissions with PHP enums, stores role assignments in the database, and checks access through Laravel's Gate.

API Authentication & Authorization: An Engineering Deep Dive into Mechanisms, Trade-offs, and Failure Modes
Learning Oct 05, 2026

API Authentication & Authorization: An Engineering Deep Dive into Mechanisms, Trade-offs, and Failure Modes

Every API has some form of authentication. But having authentication and getting it right are two completely different things. I've reviewed production systems where JWTs had no expiry. Systems where

Securing Filament plugins with Plumb
Learning Oct 05, 2026

Securing Filament plugins with Plumb

If you keep up with Filament news, you've likely heard that there are now over 1,000 community plugins in the Filament plugins directory. So with these 1,000 plugins and growing, it's time to talk about how Filament handles plugin security and what have implemented to help you make informed decisions about which plugins to install!

How to Break the AI Coding Agent Fix Loop
Learning Oct 05, 2026

How to Break the AI Coding Agent Fix Loop

You've likely seen this movie before: something breaks in an app you built with an AI coding agent. You ask the agent to fix it. It "fixes" it. But the bug is still there, or a second bug appears. So

How to Use NestJS Observe: An Observability Handbook for Devs
Learning Oct 05, 2026

How to Use NestJS Observe: An Observability Handbook for Devs

Observability isn't a new problem, and NestJS is certainly not the first ecosystem to tackle it. But NestJS Observe is interesting because it asks a more specific question: what happens when observabi

How AI Is Changing Email Deliverability: A Technical Guide to Sender Reputation and Inbox Placement
Learning Oct 05, 2026

How AI Is Changing Email Deliverability: A Technical Guide to Sender Reputation and Inbox Placement

Sending an email doesn't always mean it will reach the recipient's inbox. Sometimes, an email is sent successfully by an application but ends up in the spam folder instead. This can be a real problem

The Engineering Anatomy of API Vulnerabilities: A Deep Dive into the OWASP API Security Top 10
Learning Oct 05, 2026

The Engineering Anatomy of API Vulnerabilities: A Deep Dive into the OWASP API Security Top 10

Most security articles read like threat reports. They describe vulnerabilities from the outside looking in: what an attacker does, what the impact is, and how many systems are affected globally. That'

LayaPHP: Self-Hosted Text Classification for PHP and Laravel
Learning Oct 05, 2026

LayaPHP: Self-Hosted Text Classification for PHP and Laravel

LayaPHP sends text to a self-hosted model and returns typed classifications with confidence values for PHP and Laravel applications.

How to Avoid JNI Crashes by Managing Local and Global References Correctly
Learning Oct 04, 2026

How to Avoid JNI Crashes by Managing Local and Global References Correctly

Most JNI crashes don't come from complicated logic. They come from a small set of mistakes around object references: holding on to a reference after it has become invalid, creating references faster t

How to Submit a Quarterly Update to HMRC's Making Tax Digital API
Learning Oct 04, 2026

How to Submit a Quarterly Update to HMRC's Making Tax Digital API

Four times a year, every sole trader and landlord in Making Tax Digital (MTD) for Income Tax has to send HMRC a summary of their income and expenses. The first deadline of the 2026-27 tax year, 7 Augu

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