The Agentic Lair
The Agentic Lair
If you’re building a Chrome extension that works with AI chat platforms — prompt injection, session export, UI customization — you need to know which platform the user is on before you do anything. A content script that injects…
This is part 2 of our authentication and authorization series. In the previous part, we implemented an authentication system from scratch in Golang with Gin and PostgreSQL. Now in this part, we will go further and see how we…
GitHub: Arul1998/hackerrank-orchestrate-solution Insurance and warranty claims appear straightforward: customers describe the issue and upload photos. In reality, evidence is often incomplete, contradictory, or even intentionally misleading. Building an AI system that produces consistent, explainable decisions requires reasoning across text,…
It’s collaborative, it’s highly efficient, and everyone is having a great time building incredible things together. Until someone whizzes in the water. We’ve all seen or heard of the childhood “indicator dye” that turns bright blue the exact moment…
The reference architecture for agent-ready commerce has one central rule: Every external surface should be a projection of the same commerce decision spine. A storefront, product feed, MCP-style tool, ACP-style interaction, AP2-related payment flow, marketplace API, admin UI, support…
Welcome to this week’s Top 7, where the DEV editorial team handpicks their favorite posts from the previous week (Saturday-Friday). Congrats to all the authors that made it onto the list 👏 @lordmathis walks us through building a local…
TL;DR Upstream rappasoft/laravel-livewire-tables marked Livewire 4 support wontfix, so I forked it. The fork now targets Laravel 13 (keeps 12), runs on Livewire 4, and drops Livewire 3. Tests moved to Pest 4 (old PHPUnit classes still run via…
Most TypeScript codebases still treat satisfies as syntactic sugar for type annotations. The distinction between satisfies and type annotations appears subtle at first—both ensure type safety, both catch errors at compile time. The failure mode here is subtle but…
We’re excited to announce a new addition to our Geocoding API: optional USPS ZIP+4 postal code support. 🎯 If you’ve ever wondered why some addresses need those extra four digits after the postal code, or if you’ve been struggling…
I’ve been using AI agents like OpenCode, Claude Code, and Cursor for months. They’re great with code, but when they need to search or browse the web, things get complicated: Cloudflare blocks them, JavaScript-heavy sites don’t load, APIs cost…
Workshops at this year’s AI Engineer World’s Fair shifted noticeably away from RAG and prompt engineering toward evals and open models. This transition highlights a broader change in our industry — an increased focus on how to measure and…
Most AI agents fail in a very boring way. Not because they are stupid.Not because the model is weak.Not because the prompt is bad. They fail because they forget. You explain the project once.Then again.Then again.Then again. You tell…
Originally published on satyamrastogi.com Attackers exploited Oracle PeopleSoft vulnerabilities to breach 100+ organizations including Nissan. Analysis of attack infrastructure, credential theft TTPs, and supply chain persistence mechanisms. Executive Summary Oracle PeopleSoft deployments across at least 100 organizations have been…
Have you ever inherited a codebase where import boto3 appears in 47 different files? Where AWS credentials live in hardcoded environment variables and file storage is a file.save(“”) that will blow up the moment it hits an ephemeral Kubernetes…
Go ships with a profiler built in. No third-party tools, no agents to install, no instrumentation to add upfront. If your service imports net/http/pprof, you can profile it live in production right now — CPU usage, memory allocations, goroutine…
Every communications workflow has a question it needs answered before the first message or call goes out: what kind of number is this? Is it a mobile phone, a landline, or a VoIP line? Which carrier owns it? Has…
On Sunday night, the sold-out 2026 AI Engineer World’s Fair kicked off its orientation at Moscone West. The sheer scale of the event was staggering, featuring an estimated 7,000 attendees — a massive leap from the 1,500 who gathered…
Introduction: The AI Platform Engineering Landscape AI Platform Engineering resides at the intersection of machine learning and distributed systems, where the successful deployment of scalable, high-performance AI applications hinges on robust infrastructure. As AI models grow in size and…
Fetching data in a React component looks harmless at first. You render a component, call an API in an effect, store the result in state, and move on with your day. It feels too small to deserve much ceremony.…
If you’re preparing for an Apigee API Management interview, this blog will give you a clear idea of the questions that are commonly asked. Recently, I attended an Apigee interview where the discussion focused on API security, caching, OAuth,…
A skills marketplace sounds complicated. It is not. The core idea is simple: a directory where AI agents can discover and install capabilities they did not have when they were first set up. This is how I built the…