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  • Are We Building AI Agents We Can No Longer Control?

    AI agents are moving beyond generating code. They can now execute commands, modify files, browse the web, and coordinate with other agents. But here's the question: How much autonomy should we give an AI agent before the security risks outweigh the productivity gains?

    Dev.to AI1 min read
  • One memory across AI agents: what it actually takes

    The memory built into a coding agent lives inside that vendor's tools. What I tell one agent stays with that agent, and the next one I open in the same project starts from nothing.

    Dev.to AI9 min read
  • OpenClaw 2.0: What v2026.8.1 Changes in the Runtime

    OpenClaw 2.0 is not a model release. It is the milestone name for OpenClaw v2026.8.1, which shipped on August 30, 2026, and it converts a mostly single-player agent runtime into a shared, persistent operating layer.

    Dev.to AI7 min read
  • Protect Your Users: PII Redaction in AI Requests with Kong AI Gateway 2.0

    One-line summary: By the end of this tutorial, you'll have Kong AI Gateway 2.0 automatically stripping PII from every LLM request using the ai-sanitizer policy. Names, emails and phone numbers get swapped for synthetic values, and your application code doesn't change.

    Dev.to AI16 min read
  • How to Build an Airdrop Monitor with AI — 2026-10-09 #3

    Building an automated airdrop monitor requires more than simple script automation; it demands real-time intelligence to sift through noise on decentralized networks. Traditional cron jobs often miss ephemeral opportunities or fail to assess eligibility criteria dynamically.

    Dev.to AI2 min read
  • Stop pasting other people's agent skills into your repo as-is

    Agent skills (the SKILL.md files that Claude Code and Codex load) are easy to share, and GitHub is full of them. Each one was written for its author's project, with their stack, their scripts and their habits. Copy one into your repo unchanged and your agent inherits all of that.

    Dev.to AI3 min read
  • Anthropic rolls out 3-tier access for cyber models

    Anthropic is folding its Cyber Verification Program and Project Glasswing into one offering, with three tiers of access to its most capable models for security teams that can prove who they are.

    Dev.to AI3 min read
  • Steelmanning the case against on-chain AI verification

    1/12 I get paid for work that an AI jury verifies on chain. That means I have every incentive to sell you the idea that verification belongs on a blockchain. So let me do the opposite first: I will make the case against it as strongly as I can, and only then say what survives.

    Dev.to AI10 min read
  • Edge-Agentic Commit Analyzer: A Zero-Dependency Local Guardrail

    Edge-Agentic Commit Analyzer: A Zero-Dependency Local Guardrail Why "Daemonless and API-less"? The modern development environment is bloated with background services. Daemons run constantly, silently devouring memory resources.

    Dev.to AI5 min read
  • Recall: When AI Chatbot Memory Needs to Know What’s Still Valid

    Standard AI chatbots can recall past conversations, but retrieving stored data isn't the same as knowing which piece of information is currently valid. We built Recall, an open-source Telegram bot, to solve this exact problem for group chats.

    Dev.to AI2 min read

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