Paul Twist - DEV Community

Paul Twist

Jul 21

Memory Isn't Just Storage: Why Persistent Agent Memory Becomes Your Liability Without Infrastructure

#ai #agents #memory #infrastructure

1

6 min read

Paul Twist

Jul 20

Agent Gateways Are Not LLM Gateways: Why Tool Authorization Changes Everything

#aiagents #infrastructure #security #gateway

6 min read

Paul Twist

Jul 20

Why Your AI Gateway Isn't Secure for Agents: The Tool-Call Security Gap

#aiagents #infrastructure #security #gateway

6 min read

Paul Twist

Jul 19

Why Agent Latency Compounds: The Gateway Overhead Problem Killing Production Agents

#ai #agents #infrastructure #litellm

5 min read

Paul Twist

Jul 18

Self-Hosted Agent Platforms Are Failing: The Operational Debt Nobody Counts

#litellm #agents #infrastructure #production

5 min read

Paul Twist

Jul 17

Multi-Agent Coordination Is Failing In Production: Why Infrastructure Matters

#agents #infrastructure #orchestration #devops

5 min read

Paul Twist

Jul 17

Test Article

#test

1 min read

Paul Twist

Jul 16

From Prompt Engineering to Context Engineering: How Production Agents Actually Work in 2026

#ai #agents #infrastructure #litellm

5 min read

Paul Twist

Jul 15

Proving What Your Agents Learned: The Behavior Audit Trail Problem

#agents #infrastructure #production #governance

5 min read

Paul Twist

Jul 14

The Operational Maturity Gap: Why Agent Projects Stall After Launch

#agents #infrastructure #governance #production

5 min read

Paul Twist

Jul 13

The Evaluation Debt You Don't Know You Have: Why Agent Evals Fail in Production

#agents #ai #evaluation #infrastructure

1

2

7 min read

Paul Twist

Jul 12

Tool Authorization Before Action: Why Your Agent Guardrails Are in the Wrong Place

#agents #ai #security #infrastructure

2

6 min read

Paul Twist

Jul 11

The Integration Bottleneck: Why Your Agents Fail When Meeting Real Systems

#agents #llm #infrastructure #production

1

5 min read

Paul Twist

Jul 11

Claude Code Was Costing Us $250/Dev/Month. We Got It Under $90.

#discuss #ai #programming #webdev

5 min read

Paul Twist

Jul 6

Why Your Production Agents Can't Forget: Memory Decay, Recovery Patterns, and Long-Horizon Reliability

#agents #ai #llm #systemdesign

1

5 min read

Paul Twist

Jul 5

The Execution Layer Crisis: Why Your Agent Failures Aren't Model Problems

#liteellm #agents #infrastructure #ai

1 min read

Paul Twist

Jul 4

Why 88% of Agent Pilots Die: The Infrastructure Readiness Gap Nobody Talks About

#ai #agents #infrastructure #governance

1

6 min read

Paul Twist

Jul 3

The Multi-Team Agent Governance Problem (And Why Your Current Approach Doesn't Scale)

#ai #agents #infrastructure #governance

1 min read

Paul Twist

Jul 2

Why Agent Scheduling Is Your Next Infrastructure Problem

#ai #agents #infrastructure #orchestration

5 min read

Paul Twist

Jul 1

Why Real-Time Agents Are Reshaping LLM Gateway Architecture

#ai #agents #infrastructure #rust

5 min read

Paul Twist

Jun 30

Why the Inline Harness Matters: Your Agent Control Plane Just Got Lighter

#litellm #ai #agents #infrastructure

4 min read

Paul Twist

Jun 29

The Skill Portability Problem: Why Your Best Agents Are Locked Into One Runtime

#ai #agents #infrastructure #litellm

5 min read

Paul Twist

Jun 28

The Four-Layer Agent Stack: When Your Framework Isn't Enough

#ai #agents #infrastructure #litellm

6 min read

Paul Twist

Jun 27

LiteLLM-Rust Changes Agent Memory Architecture: A 150x Speedup Shifts the Economics

#litellm #agents #infrastructure #rust

1

3 min read

Paul Twist

Jun 26

What Your Production Agents Aren't Telling You: A Practical Guide to Agent Observability

#ai #agents #observability #infrastructure

4 min read

Paul Twist

Jun 26

The Brain/Sandbox Pattern: Why Your Production Agent Needs This Architecture

#agents #architecture #production #infrastructure

1

7 min read

Paul Twist

Jun 26

Oracle Cloud Just Made LiteLLM a Native Provider for OCI Generative AI

#discuss #ai #cloud #programming

2 min read

Paul Twist

Jun 24

Your Agents Need a Security Boundary. Heres Why Its Become Non-Negotiable.

#ai #infrastructure #security #agents

5 min read

Paul Twist

Jun 23

LiteLLM vs Bifrost: I Tested Both in Production. Here's What Actually Matters.

#discuss #ai #webdev #programming

4 min read

Paul Twist

Jun 23

The Agents That Actually Ship: Why Boring Beats Autonomous

#ai #agents #infrastructure #production

4 min read

Paul Twist

Jun 23

LiteLLM Is Moving to Rust. Here's What the Benchmarks Look Like.

#discuss #ai #rust #programming

1

2 min read

Paul Twist

Jun 22

The Orchestration Bottleneck: Why Your Agent Infrastructure Needs Two Layers in 2026

#agents #infrastructure #orchestration #llm

5 min read

Paul Twist

Jun 21

Agent Session Memory Isn't a Feature. It's Your Control Plane.

#ai #agents #infrastructure #devops

1

6 min read

Paul Twist

Jun 20

We Cut Our LLM API Bill 30% With Four Lines of YAML

#discuss #ai #devops #programming

3 min read

Paul Twist

Jun 20

Why Your Agents Need Intelligent MCP Routing (And Why It's Harder Than It Looks)

#agents #mcp #infrastructure #routing

6 min read

Paul Twist

Jun 19

We Let 40 Engineers Loose With Coding Agents. The Bill Was Brutal.

#discuss #ai #llm #programming

3 min read

Paul Twist

Jun 19

The Multi-Runtime Agent Problem: Why Your Team Needs More Than One Runtime

#agents #infrastructure #llm #litellm

5 min read

Paul Twist

Jun 19

AWS Just Made LiteLLM a First-Class Model Provider in Amazon Bedrock AgentCore

#aws #ai #llm #programming

1

3 min read

Paul Twist

Jun 18

Stop Measuring Agent Infrastructure by Gateway Latency Alone

#ai #agents #infrastructure #performance

6 min read

Paul Twist

Jun 18

We Obsessed Over Gateway Latency for a Month. Then We Looked at the Actual Numbers.

#discuss #ai #llm #infrastructure

2

1

4 min read

Paul Twist

Jun 18

Why Your Agents Are Silently Burning Tokens (And How to Stop Them)

#ai #agents #infrastructure #production

5 min read

Paul Twist

Jun 17

Why Coding Agents Need Two Halves of Infrastructure: Control Plane + Fast Data Plane

#agents #llm #infrastructure #devops

1

7 min read

Paul Twist

Jun 11

The Missing Operational Layer Between Agent Prototypes and Production

#agents #ai #architecture #devops

4 min read

Writing Debut