Tagged: agents
102 posts
PayPal autonomous SRE
How Agents Run in Production
The industry does not have a shared vocabulary for agent execution. Six execution modes and four scale archetypes give you a framework for deciding what you actually need to schedule, isolate, and sandbox these workloads.
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Anthropic announced MCP
Berkeley AI Research group published a piece on compound AI systems
Google introduced the Agent-to-Agent (A2A) protocol
moved their coding agent from outside the top 30 to the top 5
named it in February 2026
offered a useful analogy
official MCP server registry
OpenAI's Agents SDK
Salesforce acquired it
writing on Martin Fowler's site
Beyond LLMs: Anatomy of Agentic Systems
From compound AI systems to the agentic loop, MCP, APIs, frameworks, and the rise of the Claws — a technical map of what it takes to build with AI agents in 2026.
Beyond LLMs: The Whole Product Framework for AI
What Maslow's hierarchy of needs, Levitt's whole product model, and Geoffrey Moore's crossing the chasm can teach us about building AI products that actually ship.
a PR against Liquid
autoimprove on GitHub
autoimprove presentation
Karpathy's autoresearch
Shopify Liquid PR #2056
From Autoresearch to Autoimprove: Generalizing the Agentic Experiment Loop
Two unrelated projects discovered the same pattern: point an AI agent at code, give it a score to chase, and let it run experiments until morning. I generalized it into a tool that works for any domain.
17% lower on comprehension tests
Anthropic published a study
highly-upvoted post on r/ClaudeAI
large-scale study with 234 students
Observing Without Doing: Pseudo-Apprenticeship Patterns in Student LLM Use
one post with 2,700+ upvotes
put it well on X
senior developer on r/learnprogramming
University of Saarland study on knowledge transfer in AI pair programming
Shadowing AI: What I Learned by Watching Agents Code
I've been learning new programming languages by watching AI coding agents work — like shadowing a colleague. The research says this should make me worse. Here's why I think it's more complicated than that.
1.7x more issues
Agentic Engineering Patterns
AI Agents and Code Review
As one practitioner put it
Making Coding Agents Reliable
State of AI vs Human Code Generation Report
The 80% Problem in Agentic Coding
The AI Coding Trust Gap
Using Linters to Direct Agents
Why Your AI Coding Assistant Keeps Doing It Wrong
Shrinking the Verification Gap: Practical Patterns for AI-Assisted Development
If AI scales execution and verification is the bottleneck, the winning move is to make verification cheaper. Here are the patterns that actually work.
Agent Skills (SKILL.md)
Galileo's research on multi-agent coordination
Jimmy Song wrote
OpenAI's September 2025 research
Tetrate wrote about securing the MCP supply chain
what CoSAI has been calling for
I Vibe-coded an open registry for AI agents
Container registries store bytes. They don't know what's inside. The Agent Registry is a governance layer for AI agents, skills, and MCP servers, built on A2A AgentCard, MCP server.json, and Agent Skills as native identity formats.
Claw Gateway Network Atlas
Six gateway architectures for AI agents, ranked from full control plane to no gateway at all. Interactive diagrams with animated data flows.
Coleman et al., 2022
— Coleman et al., 2022
10 Things Developers Want from Agentic IDEs
Agent Access Control on GitHub
Agent Access Control Presentation
Agent Access Control
Claude Code is the Inflection Point
Claude Code vs Cursor
Coleman et al. (2022)
CyberArk wrote about this
DevEx: What Actually Drives Productivity
Do Cloud Developers Prefer CLIs or Web Consoles?
GitHub Octoverse 2025
Gravitee surveyed 900+ practitioners
JetBrains Developer Ecosystem 2025
MCP Gateway on GitHub
Measuring AI Impact on Developer Productivity
most agents hold 10x more privileges than required
OWASP released their Agentic AI Top 10
OWASP Top 10 for Agentic Applications 2026
Securing Agentic Applications Guide 1.0
Stack Overflow Developer Survey 2025
State of AI Agent Security 2026
The Rise of AI Agents and the Reinvention of Kubernetes
Warp State of the CLI 2023
What's Shaping the AI Agent Security Market in 2026
Why CLIs Are Better for AI Coding Agents Than IDEs
Don't Teach Your Agents Karate
Every agent team rebuilds the same auth, rate limiting, and credential management. I built an agent gateway for Kubernetes that generates it all from two CRDs so the people building agents never touch security and the people running the platform never touch agent code.
Your terminal is an AI runtime now
AI coding agents pulled developers back to the terminal. But the data says the real split isn't CLI versus GUI. It's about what you're doing.
1,000+ servers in the community registry
10-15% of IT spending in 2026
Agent Registry in Copilot
Agent Registry on GitHub
AI 2026: Infra Agentic Runtime
AI Supply Chain Security Imperative
an MCP catalog
announced an enterprise MCP registry
Cloud API Registry integration
Deploying Agentic AI with Safety and Security
Gartner also predicts
Gartner analyst noted
MIT researcher posted in r/artificial
Multi-Agent Coordination Failure Mitigation
official MCP Registry
one r/kubernetes commenter put it
OpenAI Research on Training Procedures
realized LLMs are terrible at infra
Research measuring hallucination rates
Securing the MCP Supply Chain
Tray.ai coined the term "Shadow MCP"
Agent Access Control
The agent gateway for Kubernetes. Covers agent discovery, authentication, routing, credential injection, rate limiting, and MCP protocol support.
Agent Registry
A vendor-neutral registry for AI agents, skills, and MCP servers. Covers the problem of agent discovery, the registry architecture, and how agentctl works.