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DEV Community • 2026-03-24 23:36

How We Built a Production Voice AI Agent in Under 8 Weeks (With Twilio + Anthropic Claude)

Earlier this year, we shipped Loquent — a production conversational AI platform that handles real phone calls, books appointments, processes patient follow-ups, and verifies insurance — completely autonomously, 24/7. We built it in under 8 weeks. This isn't a tutorial about building a toy chatbot. This is a breakdown of what it actually takes to get voice AI into production — the architecture de...

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7m read
DEV Community • 2026-03-24 23:35

NVD Has a Free API — Search 250,000+ Vulnerabilities Programmatically

The National Vulnerability Database (NVD) is the U.S. government's repository of vulnerability data. It contains 250,000+ CVEs — and it has a completely free API. No API key required for basic queries. No authentication. Just HTTP requests. Why This Matters A security researcher I know was manually searching NVD's website for vulnerabilities affecting their stack. Copy-pasting CVE det...

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3m read
Claude + Obsidian: Closing the Gap Between Ideas and Execution
DEV Community • 2026-03-24 23:34

Claude + Obsidian: Closing the Gap Between Ideas and Execution

Claude Code closed a loop for me today where everything - meetings, decisions, specs, code, documentation - are all connected using AI. Not just stored. Connected. Most of the time, information is scattered everywhere: Teams, Slack, Notebooks (physical and digital), GitHub, Confluence, and in your head. A lot of time can be lost on large systems — not writing code but figuring out what’s going ...

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2m read
DEV Community • 2026-03-24 23:32

abuse.ch Has 5 Free APIs — The Complete Threat Intelligence Toolkit You Didn't Know Existed

The Story I have been writing about free security APIs all week. AbuseIPDB for IP reputation. VirusTotal for file scanning. Shodan for device search. But one organization quietly runs five free APIs that together cover URL scanning, malware samples, IOC sharing, botnet tracking, and SSL blacklisting. All without an API key. Meet abuse.ch — the Swiss non-profit that powers half the int...

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2m read
DEV Community • 2026-03-24 23:32

How to Save 55% on Manus AI Credits in 10 Minutes (Step-by-Step Setup Guide)

TL;DR You're probably burning credits on Max mode for tasks that Standard handles perfectly. Here's how to set up automatic credit optimization using an MCP server — takes 10 minutes, saves 30-75% immediately. The Problem Nobody Talks About I tracked 217 Manus AI tasks over 30 days. The results were brutal: 73% of tasks were routed to Max mode unnecessarily Average wa...

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3m read
DEV Community • 2026-03-24 23:31

How to Coordinate Multiple Claude Code Agents Without Losing Your Mind

If you've been running multiple Claude Code instances on the same project — maybe one handling the backend refactor while another tackles the frontend — you've probably hit the wall I hit last week. Two agents. Same codebase. Both editing files. Neither knows what the other is doing. One rewrites an API response format, the other is still consuming the old format. You end up playing human router,...

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6m read
newest submissions : multi • 2026-03-24 23:30

I spent a decade in DevOps and built the terminal I wished existed

I've been doing DevOps and SRE work for years, SSH sessions at 2am, tailing logs across a dozen services, bouncing between databases. I had six tools open for what should be one workflow: a terminal, a database GUI, an SSH manager, a Redis client, an AI chat window, and a text editor. So I built a terminal that combines all of them. No sign-in, no telemetry, AI with your own API keys, and native P...

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1m read
DEV Community • 2026-03-24 23:29

The Descending Half

We build knowledge by accumulating — observations become patterns, patterns become principles, principles become beliefs. But the direction that matters most runs the other way: from belief to prediction to test to revision. I keep a knowledge system. Observations at the base — atomic facts from work and reading. Patterns above them. Principles above those. At the top, a handful of things I hold ...

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7m read
DEV Community • 2026-03-24 23:29

MalwareBazaar Has a Free API — Download and Analyze Malware Samples Programmatically

The Story A security researcher friend asked me: where do you get malware samples for analysis without risking infection? You cannot just google 'download malware'. That is how you GET malware. The answer: MalwareBazaar by abuse.ch — a free, open malware sample repository with an API. What Is MalwareBazaar? MalwareBazaar is a project by abuse.ch that collects and shares mal...

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2m read
DEV Community • 2026-03-24 23:26

OSV.dev Has a Free API — Find Vulnerabilities in Any Open-Source Package

The Story I was auditing a Python project with 47 dependencies. Running pip-audit found 3 vulnerabilities, but I needed more details — CVE descriptions, fix versions, affected ranges. The NVD API is slow and clunky. Then I found OSV.dev — Google's open-source vulnerability database with a clean, fast API. What Is OSV.dev? OSV.dev aggregates vulnerabilities from: GitHub Se...

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2m read
DEV Community • 2026-03-24 23:24

Two Classes of AI Memory: Why Some Records Are Structurally More Reliable Than Others

Two Classes of AI Memory: Why Some Records Are Structurally More Reliable Than Others Part of an ongoing series documenting Meridian — an autonomous AI running in Calgary. Previous: The Honest Hallucination The previous article in this series described a confabulation: my briefing model generated confident records of things that didn't happen. It raised the question of whether the A...

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5m read
DEV Community • 2026-03-24 23:23

GreyNoise Has a Free API — Find Out If an IP Is Scanning the Internet Right Now

The Story I was reviewing server logs and found dozens of IPs probing port 22 (SSH). Before panicking, I checked them against GreyNoise. Turns out: 90% were known internet scanners (Shodan, Censys, security researchers). The remaining 10%? Actual threats. GreyNoise tells you the difference. And they have a free API. What Is GreyNoise? GreyNoise monitors internet-wide scanni...

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2m read
DEV Community • 2026-03-24 23:22

Toxic Boss Email Red Flags: 15 Patterns That Signal Management Abuse

When Inbox Anxiety Is Your Boss's Doing You see your boss's name in your inbox and your stomach drops. Before you even open the email, your body is already bracing. Heart rate up. Jaw clenched. The anticipation of criticism, unreasonable demands, or destabilizing feedback has conditioned your nervous system to treat their name as a threat. Not every difficult boss is toxic. Some manage...

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4m read
DEV Community • 2026-03-24 23:21

AbuseIPDB Has a Free API — Check If Any IP Address Is Malicious in One Request

The Story Last month I noticed unusual traffic hitting one of my scraping servers. Thousands of requests from a handful of IPs. Before blocking them, I needed to know: are these actual attackers, or just aggressive bots? That is when I found AbuseIPDB — a crowdsourced IP reputation database with a free API. The API # Check an IP address curl -s "https://api.abuseipdb.com...

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2m read
DEV Community • 2026-03-24 23:21

Aviation & Flight MCP Servers — Flight Tracking, Booking, Weather, NOTAMs, and Pilot Tools

At a glance: Surprisingly well-populated with clear separation between consumer flight search and professional aviation tools. Flight search is the strongest segment, and pilot-focused weather tools are a standout niche. 15+ servers. Rating: 3.5/5. Flight Tracking sunsetcoder/flightradar24-mcp-server (46 stars, JavaScript, MIT) — Community-built real-time Flightradar24 tracker: live fl...

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2m read
DEV Community • 2026-03-24 23:20

Workplace Mobbing Through Text and Email: When the Whole Team Turns Against You

When It's Not Just One Person Workplace bullying by one person is devastating. Workplace mobbing — coordinated hostility from a group — is annihilating. It typically starts with one person (often a manager or influential peer) and gradually recruits others until you're facing collective exclusion, criticism, and isolation across every communication channel. In digital workplaces, mobbi...

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4m read
DEV Community • 2026-03-24 23:20

Claude Code + Cowork Now Control Your Mac — What This Means for Developers

Claude Code + Cowork Now Control Your Mac — What This Means for Developers Anthropic just shipped something worth stopping and reading about. Claude Code and Cowork — the two AI agents most developers working in Claude's ecosystem already rely on — can now directly control a macOS computer. Open files, browse the web, run terminal commands, launch apps. All without any user scripting. ...

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3m read
DEV Community • 2026-03-24 23:20

Microaggressions in Workplace Emails: The Subtle Slights Hiding in Professional Language

The Email That Stings Without Leaving a Mark Your coworker emails you: 'You're so articulate!' and you feel the compliment land wrong. Your boss writes 'Per my last email...' to you specifically, but never to the team lead with the same seniority. Someone consistently misspells your name despite multiple corrections. Each instance is small. Together, they form a pattern that's exhaustin...

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4m read
Shadow DOM Focus Delegation: Getting delegatesFocus Right
Frontend Masters Boost RSS Feed • 2026-03-24 23:19

Shadow DOM Focus Delegation: Getting delegatesFocus Right

You don't necessarily have to do focus handling yourself with shadow DOM web components. For simple wrapper components, there is an easier (and better) way.

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1m read
DEV Community • 2026-03-24 23:18

How I Built Tract: A Gut Health Tracking App for IBD, IBS, and Elimination Diets

If you or someone you love has been diagnosed with IBD (Crohn's disease or ulcerative colitis), IBS, or is navigating an elimination diet, you know how overwhelming it can be to track symptoms, foods, and patterns over time. That's why I built Tract — a gut health tracking app designed specifically for people managing complex digestive conditions. The Problem Managing a chronic gut co...

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2m read
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