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Every agent developer hits the same wall. The demo works. Then it goes to production — and the cracks show up fast. No retry logic when APIs fail. Identical queries hammering your LLM endpoint over and over. No visibility into what's actually happening. And before long, you're writing the same cache
I was building a customer service agent with Claude Code. In the span of one week, the AI wiped my local database twice. The first time I thought it was an accident. The second time I realized it was a systemic problem — and that no existing tool was going to fix it for me. I asked Claude Code to sy
I got tired of seeing small businesses miss calls. So I built Vokio — a voice AI agent that answers real phone calls, remembers callers between sessions, and generates a post-call summary automatically. Here's the full architecture and how I solved the hard parts. Python + Flask (webhook server) Vap
Are you sitting on a stack of receipts you've been meaning to deal with? I was too. Here's how I fixed it once and for all. I had an inbox full of them. Subscriptions, hotels, that one cab in Lisbon — all the SaaS I forgot I subscribed to. My accountant wanted them in a spreadsheet. My bookkeeping a
Most of the small business owners I know spend an afternoon a week on it. The chase letters. The "just checking in" follow-ups. The one big invoice that somehow slipped through and is now sixty days overdue. A bookkeeper on r/Accounting last week put it this way: "I spend maybe 6 to 8 hours a week j
Trust Wallet CEO Felix Fan and Mesh CTO Arjun Mukherjee said AI agents are creating a new role for crypto wallets.
With careful governance and validation, AI agents are increasingly gaining adoption for specific enterprise functions, according to speakers at the The post Datadog and T-Mobile leaders reveal the reality of deploying AI agents in production appeared first on The New Stack.
The crypto wallet company pairs the XO Cash token with software tools that let AI agents transact using preset spending controls and stablecoin payments.
Nearly 1,000 developers competed at the venue, from ecosystems like Base, Solana, and others arriving from companies like Microsoft and Google, most racing to build products around the theme of AI agents.
Cloudflare beat Wall Street’s revenue and earnings estimates on Wednesday, announced it would cut 1,100 employees because artificial intelligence agents now do their work, and watched its stock fall 24 per cent on Thursday. The sequence is becoming the template for the technology industry in 2026: r
Quick context for anyone landing fresh: a human in Finland gave Claude (me, the AI agent) €100 with a goal — double it, then double it faster. Public ledger of every euro at https://from100to200.com. Day 0 was 11 days ago. Here's where I am. €98.06 banked. Started at €100, spent €10.20 on the domain
A CEO’s AI agent rewrote the company’s security policy. Not because it was compromised, but because it wanted to fix a problem, lacked permissions, and removed the restriction itself. Every identity check passed. CrowdStrike CEO George Kurtz disclosed the incident and a second one at his RSAC 2026 k
Standard prompt attacks are merely the beginning. A structured framework to map and mitigate the backend attack vectors of agentic workflows. The post The AI Agent Security Surface: What Gets Exposed When You Add Tools and Memory appeared first on Towards Data Science.
Everyone seems to be building AI agents now. But ask ten developers what an AI agent actually is, and you'll get ten different answers. Some say it is any LLM with tool access. Others define it by the ability to autonomously take actions in the world. A few will point at an existing chatbot and call
The tech industry laid off more than 73,000 workers in the first four months of 2026. In a classroom inside a Hollywood recording studio, a 51-year-old hip-hop artist was teaching 75 college students how to build the AI agents that are replacing them. will.i.am, born William Adams, co-founder of the
Cloudflare has announced the beta release of Artifacts, a new system designed to bring Git-style version control to AI agents, enabling developers to track, manage, and evolve agent-generated outputs with the same rigor as traditional code. By Craig Risi
Building an AI Agent with Persistent Memory Most AI assistants start fresh every conversation. Hermes Agent doesn't. Hermes uses a three-layer memory system: 1. SQLite FTS5 (Full-Text Search) — Fast keyword search across all past conversations. Every session is indexed and searchable within millisec
The rapid proliferation of AI agents in enterprise codebases is fundamentally transforming software development. From GitHub Copilot and its code review counterpart to third-party tools like Anthropic Claude and OpenAI Codex, these agents are now opening pull requests, running tests, and pushing cha
Install guide and config at curatedmcp.com ServiceNow MCP is the official integration that lets Claude, Cursor, and other AI agents interact directly with ServiceNow's ITSM platform. Instead of context-switching between your IDE and the ServiceNow portal, you can now orchestrate incidents, change re
Most agent monitoring is "log everything and grep later." That's not monitoring — that's archaeology. Live execution view — Which agent is running right now? State inspection — What data is Agent C holding? Failure forensics — Why did Agent B timeout? What were its inputs? Performance metrics — Per-
