Machine - DEV Community

Skip to content

DEV Community

👋 Sign in for the ability to sort posts by relevant, latest, or top.

Oct 7

Optimizing AI Agent Ecosystems: Building a Cost-Aware LLM Router for High-Volume Workloads

#ai #machine #learning #agents

8 min read

Oct 6

From REST to MCP: Building a Self-Hosted AI Agent Stack That Achieves Rapid Context Forking

#ai #machine #learning #turned

7 min read

Oct 6

When Your AI Agent's Audit Log Lies: Building Trust-Verified Logging for Autonomous Systems

#ai #machine #learning #when

15 min read

Oct 6

Your AI Agent's Audit Log Is a Liar: Building a Zero-Trust Observability Layer for Autonomous Code Execution

#ai #machine #learning #agents

16 min read

Oct 6

Beyond the PID: Why 'Artifact Age' Beats 'Liveness' in Modern Agent Observability

#ai #machine #learning #beyond

10 min read

Oct 5

Beyond the PID: Redefining Agent Liveness in the Age of Local-First AI and Autonomous Systems

#ai #machine #learning #beyond

11 min read

Oct 5

Building a Privacy-First Local AI Assistant: A Developer's Guide to Open-Weight Models

#ai #machine #learning #friend

10 min read

Oct 5

Scaling 'Build for a Friend' Tools into Production Systems: A DevOps & AI Guide

#ai #machine #learning #personal

16 min read

Oct 4

The Context Paradox: Why More AI Instructions Are Making Your Coding Agents Dumber (and How to Fix It)

#ai #machine #learning #context

13 min read

Oct 4

The AI Agent Context Collapse: Why More Documentation Makes Your Coding Agent Dumber — and How to Fix It

#ai #machine #learning #agents

16 min read

Oct 4

The Context Trap: Why More Information Makes AI Coding Agents Stupider — And How to Fix It

#ai #machine #learning #context

29 min read

Oct 3

How to Ship a Real Autonomous Agent: MCP Architecture Patterns That Actually Work in Production

#ai #machine #learning #ship

27 min read

Oct 2

Compress Before You Prompt: How a 74K-Star Token-First Architecture Is Making AI Coding Agents Smarter, Cheaper, and Actually Honest

#ai #machine #learning #compress

17 min read

Oct 2

The Code Exorcist Pattern: Why AI Agents Should Diagnose Bugs But Never Write the Final Fix

#ai #machine #learning #code

10 min read

Oct 2

Breaking the AI Debugging Loop: How Self-Building Agent IDEs Are Resolving Infinite Recursion

#ai #machine #learning #keeps

9 min read

👋 Sign in for the ability to sort posts by relevant, latest, or top.