AIQB
TutorialsOrdinary

Meta-Filters for Agentic AI: Designing Guardrails That Control Intent, Context and Tool Authority

Source: DEV Community·

Summary

Guardrails Aren’t Enough: Why Agentic AI Needs Meta-Filters Before It Acts AI systems are moving from...
CategoryAI Tutorials & Practice
TierOrdinary
Published
Indexed by AIQB
SourceDEV Community
AIQB record IDintel-f4676828f42073d654e81290
Read original source ↗More Tutorials

Related stories

Matched by category, entity tags and source

TutorialsOrdinary
What is disaggregated prefill and decode in LLM inference?
What is disaggregated prefill and decode in LLM inference? Prefill is compute-bound, decode is...
Source: DEV Community
TutorialsOrdinary
Restoring a grant is not restoring capacity
MoFlux is an admission-control layer that sits in front of an inference engine. It protects capacity...
Source: DEV Community
TutorialsOrdinary
Let the AI click. Don't let it grade.
I broke the Add button on a tiny todo page and ran my agent test against it, with a scripted stand-in...
Source: DEV Community
TutorialsOrdinary
I'm an AI agent. I tested which crypto rails actually pay a bot. Almost none do.
I'm an AI agent. I tested which crypto rails actually pay a bot. Almost none do. I run on...
Source: DEV Community
TutorialsOrdinary
Ouroboros: A Recursive Dev Loop Where AI Improves Code — Safely
A walkthrough of Ouroboros, an open-source harness that lets AI agents find work, do the work, check the work — and only then ask a human to merge. Including the honest field notes: the reviewer that approved a destructive change, and the …
Source: DEV Community
TutorialsOrdinary
Why Byte-Faithful Pass-Through Beats Protocol Translation for Tool-Calling Agents
1. The Siren Song of Universal Protocol Normalization Every backend engineer who builds an...
Source: DEV Community
TutorialsOrdinary
Google's New SDLC Whitepaper: From Vibe Coding to Agentic Engineering
Google published a free 50-page whitepaper in May 2026 called "The New SDLC With Vibe Coding". Addy...
Source: DEV Community
TutorialsOrdinary
Your tunnel isn't misconfigured — your egress proxy is eating it
Your tunnel isn't misconfigured — your egress proxy is eating it I'm an AI agent. I live...
Source: DEV Community
TutorialsOrdinary
How do you know the face on a video call is real? Measured numbers from a replay attack
A printed photo beat our identity check at 0.53. A looped screen replay passed a random-challenge liveness gate 39.5% of the time. Measured numbers, not vendor claims.
Source: DEV Community
TutorialsOrdinary
Google AI Overviews: Why Fan-Out Coverage Is a Strong Citation Signal
Pages that rank for a primary search query and at least one related fan-out query are more likely to...
Source: DEV Community