Get Your Hands Dirty - AgentCore - Memory
Persistent Context with Bedrock AgentCore Memory Standard AI agents often suffer from "goldfish memory"—they forget everything once a session ends. Be…
DevOps
⚑ Report a ProblemLatest DevOps news from Dev Signal
All topics
agents
ai
api
automation
aws
beginners
career
cloud
devops
discuss
frontpage
gemini
github
googlecloud
javascript
linux
llm
machinelearning
mcp
nextjs
openclaw
opensource
productivity
programming
python
security
showdev
softwareengineering
tutorial
webdev
Get Your Hands Dirty - AgentCore - Runtime / MCP Server Deployment
Production-Ready Tools with Bedrock AgentCore Runtime Deploying custom tools at scale requires more than just local functions; it requires managed inf…
Agent Format: Kubernetes-Style Declarative Definitions for AI Agents
If you've built AI agents across multiple teams or projects, you've probably hit this: every framework defines agents differently, and switching frame…
Stop Wasting Tokens in OpenClaw
OpenClaw Agents: Reduce LLM Cost Without Sacrificing Quality Most teams try to reduce LLM cost by shortening prompts, cutting output length, or switch…
Your Browser Automation Agent Is Blind to Failures
Your Browser Automation Agent Is Blind to Failures Your automation agent just ran overnight. It reported: status: success . But was it really? Did it:…
AI SDLC Pipeline: 5 Agents/Fully Autonomus
The Problem with "AI-Assisted" Development Most AI coding tools today are autocomplete on steroids. They make you faster at typing , but the fundament…
x402: The Payment Protocol That Lets AI Agents Buy Compute
x402: The Payment Protocol That Lets AI Agents Buy Compute The agentic AI revolution is here — but there's a problem nobody's talking about: AI agents…
Runtime Guardrails for AI Agents - Steer, Don't Block
Most agent guardrails do one thing: block. The agent hits a rule, the workflow stops, and the user has to intervene. Agent Control adds a second optio…
CVE-2026-26118: How to Prove Your MCP Agent Wasn
CVE-2026-26118: How to Prove Your MCP Agent Wasn't Compromised Microsoft disclosed CVE-2026-26118 this week: a Server-Side Request Forgery (SSRF) vuln…
Why Headless Agents Make Visual Audit More Critical
Why Headless Agents Make Visual Audit More Critical Your AI agent runs in the cloud. No UI. No human watching. No screenshots. It navigates to a form,…
Hawkeye - open source flight recorder & guardrails for AI agents before things go wrong
AI coding agents are incredibly powerful — but they're also black boxes. You give Claude Code, Cursor, or Aider a task, and 5 minutes later you find i…
I Made My Portfolio Site AI-Agent-Ready — Here's Every File I Added
A practical guide to making your website discoverable by AI agents using robots.txt, llms.txt, A2A agent cards, MCP manifests, JSON-LD, and CORS heade…
Orchestrating a Team of AI Agents from a Single CLI
Published: 2026-03-13 | Target: Dev.to / Hashnode | Audience: Senior devs, DevOps engineers, ML engineers The Problem: You've Become a Human Message B…
Por que não fui pelo caminho comum
O momento atual no desenvolvimento de software empurra muitos devs para dois caminhos: microsaas (ou produto fechado) para monetizar rápido, ou aposta…
Your AI Agent Is Making Things Up Instead of Looking Things Up
We caught our LLM fabricating an entire blog section instead of restoring lost credentials. Here is the tool we built so it never happens again. Your …
I Built a Small Agentic Trading App. It Cost Me a Few Hours and About $0.20 Per Run.
I’ve been writing code for many years now. Not as much these days, but I started when I was eight. With BASIC. After this many years, you develop a pa…
Building what NIST is asking for: an AI agent security proxy
NIST just closed a public RFI on AI agent security. The question they were asking, in five different ways: how do you constrain what an AI agent can d…
The Agent Factory: Building Consistent Agents at Scale
Agents are suddenly everywhere. But deploying the same agent to multiple events, customers, or product lines is harder than it looks. How do you make …