How to Give an AI Agent Safe Access to an Internal API with MCP
Our on-call team keeps a small internal notes API. The web app in front of it shows who's holding the pager, which days are frozen for deploys, and wh
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Our on-call team keeps a small internal notes API. The web app in front of it shows who's holding the pager, which days are frozen for deploys, and wh
There's a conversation that happens in most engineering teams,maybe usually too late. Think of this, a feature ships to production. A security review
At some point, a map project needs more than markers and polygons. You want something to happen on the map: water moving up a street, smoke drifting w
On 1 October 2026, Nigeria's postcode changed from six digits to an 11-character code that identifies a single building, such as EK-01-A03-FK-01. Lang
A print job, a one-time download, or a support attachment typically only needs to exist until someone finishes with it. But most backends still store
A report on AI productivity, human capability, software economics, SaaS defensibility, and the future of engineering work. Between 2024 and 2026, the
A colleague once asked me why a number in my code had a comment three lines long. The number was 18. The comment said which rule it came from, which s
In my previous article, I explored executor independence: the idea that different execution mechanisms should be able to satisfy the same operational
Structured data has always mattered to search engines. When a search engine reads your page, it sees HTML: a heading, some paragraphs, a date somewher
Most automation tutorials show you how to connect two simple apps and call it a day. But building workflows that companies can actually run in product
You don't need a massive GPU cluster to learn how modern frontier AI works. In our new video on the freeCodeCamp.org YouTube channel, you will build,
Claude Code can do more than suggest a fix. It can edit files, install dependencies, run tests, and start your application. But letting it finish a ta
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 o
Every API has some form of authentication. But having authentication and getting it right are two completely different things. I've reviewed productio
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 th
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 m
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 th
Most security articles read like threat reports. They describe vulnerabilities from the outside looking in: what an attacker does, what the impact is,
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 i
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.