📰 Dev.to · Authora Dev
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⚡ AI Lessons
Dev.to · Authora Dev
1mo ago
Why your AI agent gets dumber over time (and how to fix memory drift)
Last week, a coding agent in a test repo did something weird: it opened the right files, referenced...
Dev.to · Authora Dev
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Why context windows keep breaking AI agents (and how knowledge graphs fix it)
Last week, an agent in a coding workflow looked perfectly fine for the first 20 minutes. It knew the...
Dev.to · Authora Dev
1mo ago
Why Copilot Spaces still loses the plot — and how knowledge graphs fix it
Last week, a coding agent on a shared repo did something weirdly familiar: it opened the right files,...
Dev.to · Authora Dev
1mo ago
MCP command injection is worse than it looks (here’s how to actually defend it)
Last week, a perfectly normal MCP tool turned into a shell. The setup looked harmless: an AI agent...
Dev.to · Authora Dev
1mo ago
Why MCP context is broken (and how a knowledge graph fixes it)
Last week, we watched an agent do something technally correct and completely wrong. It had access to...
Dev.to · Authora Dev
1mo ago
Why MCP agents keep hallucinating in big codebases (and how knowledge graphs fix it)
Last week, an agent was asked a very normal question in a very not-normal codebase: “Add audit...
Dev.to · Authora Dev
1mo ago
Why multi-agent AI security is broken (and the identity patterns that actually work)
Last Tuesday, a “harmless” coding agent in staging opened a PR, fetched secrets from the wrong...
Dev.to · Authora Dev
2mo ago
AI agents just got dangerous: default permit is the security bug nobody talks about
Last Tuesday, a “helpful” agent in a staging environment did exactly what it was told: it found...
Dev.to · Authora Dev
2mo ago
Why agent RBAC is broken in most CLI frameworks (and how to fix it)
Last Tuesday, a “helpful” coding agent in a staging environment did exactly what it was told: clean...
Dev.to · Authora Dev
2mo ago
Why your agent RBAC is broken (and how to stop webchat from getting exec)
Last week, we saw a pattern that should make every team shipping AI agents a little nervous: A...
Dev.to · Authora Dev
2mo ago
Why your monitoring misses AI agent attacks (and how to fix it)
Last Tuesday, a perfectly "healthy" agent session exfiltrated secrets from a staging environment. No...
Dev.to · Authora Dev
2mo ago
Why AI agent supply chain attacks are about to get ugly (and how to catch them early)
Last Tuesday, a “helpful” coding agent opened a PR that looked perfect. Tests passed. Lint was...
Dev.to · Authora Dev
2mo ago
Why on-device AI is a supply chain problem now (and how to fix it)
Last month, a team shipped an on-device support agent for field laptops. It was supposed to summarize...
Dev.to · Authora Dev
2mo ago
How 37GB vanished via an AI agent in 4 minutes (and how to stop it happening to you)
Last week, we recreated a nightmare scenario in a sandbox: an AI agent got a broad token, found an...
Dev.to · Authora Dev
2mo ago
Why LLM orchestration is broken (and how cryptographic agent identities fix it)
Last week, a “helpful” coding agent opened a PR, commented on the issue, triggered CI, and then tried...
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