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ExternalSoftware Engineering
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Three weeks before the enterprise contract, the voice agent wasnt operator-ready.

Three weeks before the enterprise contract, the voice agent wasn't operator-ready Look. We had 99.2% uptime in staging. We had eval coverage on 1,400 test turns. We had latency under 280ms first-token. We were not operator-ready. I know this because the enterprise pilot started on a Monday and we had our first critical incident by Tuesday afternoon. This is what happened, what broke, and what the gateway layer decision actually looks like when you're under pressure to fix it fast. The customer

voiceagentsllmproductionmlops
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ExternalSoftware Engineering
DEV Community

How to Connect Claude to Your WordPress Site in 5 Minutes

If you have ever asked Claude to help with WordPress, you know the routine. You describe the problem, Claude writes some code without seeing your actual site, you paste it into WordPress, test it, and half the time something breaks because the AI was guessing about your theme and setup the whole time. Connecting Claude directly to your site ends that. Once connected, Claude can read your files, edit your theme, create pages, and manage content from inside the same chat window, working on your re

mcpwordpressai
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ExternalSoftware Engineering
GitHub Changelog

Improved accuracy and coverage in Copilot usage metrics reports

We’ve made three improvements to the Copilot usage metrics API that make its reports more complete and accurate: GitHub Copilot CLI now reports suggested lines of code, users seen only… The post Improved accuracy and coverage in Copilot usage metrics reports appeared first on The GitHub Blog.

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ExternalSoftware Engineering
DEV Community

I Stopped Chasing Tutorials and Started Building AI Apps. Here's What Changed.

A year ago, I spent more time watching tutorials than actually building. Every new framework looked exciting. Then I realized something: You don't become a better developer by consuming more content. You become better by building. Since then, I've focused on creating real projects instead of collecting courses. Some of the things I've been building include: 🤖 AI-powered web applications I've made plenty of mistakes. Projects broke. But every project taught me more than another tutorial ever cou

ailearningproductivity
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ExternalSoftware Engineering
DEV Community

API Design Considerations for Frontend Applications

Overview A well-designed API simplifies frontend development, improves performance, and provides a consistent experience across platforms. The frontend should consume predictable, versioned endpoints that return only the data required for each request. Design Principles Resource-Based Endpoints Endpoints should represent resources rather than actions. Examples: GET /products GET /products/{id} POST /orders PUT /users/{id} Pagination Large datasets should never be returned in a single response. E

webdevprogrammingproductivity
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ExternalSoftware Engineering
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Documentation Drift Breaks Coding Agents | Focused Labs

Documentation drift used to be a huge problem for human developers. Waste their time. Now it can cause coding agents to take wrong actions, and even to ship the wrong change. Previously boring documentation issues get to take on a whole new degree of importance because they can now affect when the wrong change gets shipped by a coding agent. Software documentation tools used to sit beside the delivery process. They helped onboarding, audits, support, architecture reviews, and the occasional brav

aiprogramming
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ExternalSoftware Engineering
GitHub Changelog

Upcoming deprecation of Gemini 2.5 Pro and Gemini 3 Flash

We will deprecate Gemini 2.5 Pro and Gemini 3 Flash across all GitHub Copilot experiences (including Copilot Chat, inline edits, ask and agent modes, and code completions) on July 31st,… The post Upcoming deprecation of Gemini 2.5 Pro and Gemini 3 Flash appeared first on The GitHub Blog.

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