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AI Agents

AI coding agents, Copilot, agentic workflows, and LLM-powered automation.

AGENTS.md and shared instructions - the essential config layer your AI coding agents need for consistency

Hayssem Vazquez-ElsayedSep 4, 2026

AGENTS.md and Shared Instructions: The Config Layer Your AI Coding Agents Need

Cap Copilot spend not output - budget controls for AI coding tools without restricting developer velocity

Eddie WangAug 7, 2026

Cap What Copilot Spends, Not What It Ships

Agentic CI solved throughput - why the merge gate is now the real bottleneck in AI-driven development

Eddie WangAug 3, 2026

Agentic CI Solved Throughput. The Bottleneck Is the Gate.

Analysis of GitHub dropping PAT authentication for agents and the growing importance of merge gates

Hayssem Vazquez-ElsayedJul 24, 2026

GitHub Dropped PAT Auth for Agents. Your Merge Gate Just Got More Important.

Analysis of GitHub Copilot sandboxes launch and continued need for merge gates

Hayssem Vazquez-ElsayedJul 20, 2026

Copilot Sandboxes Are Live. Your Merge Gate Still Matters.

Analysis explaining why GitHub agentic workflows require an independent review gate

Hayssem Vazquez-ElsayedJul 10, 2026

GitHub Agentic Workflows Need a Review Gate

Namespace vs Tenki - Namespace runs the AI coding agent, Tenki reviews the code it writes

Eddie WangJun 10, 2026

Namespace Runs the Agent. Tenki Reviews What It Wrote.

Alert about upcoming GitHub Copilot token billing and what enterprise teams must prepare

Hayssem Vazquez-ElsayedJun 1, 2026

Copilot Token Billing Is Coming: What Enterprise Teams Need Now

Guide to GitHub Copilot's April 24 data policy changes and opt-out options

Hayssem Vazquez-ElsayedMay 9, 2026

Copilot's April 24 Data Policy: What Changes and How to Opt Out

The composable AI coding stack - modular tools and layers transforming modern software development

Eddie WangMay 7, 2026

The Composable AI Coding Stack Is Here

AI code review study - AI-generated code creates 1.7 times more review issues than human-written code

Hayssem Vazquez-ElsayedMay 4, 2026

AI Code Creates 1.7x More Review Issues

AI coding tools and their impact on senior software engineers - debate on skill creation versus productivity acceleration

Eddie WangApr 21, 2026

AI Coding Tools: Creating Senior Engineers or Accelerating Them?

MCP security scanning concept diagram showing how to audit AI agents and connected tools, highlighting security checks, permission boundaries, and risk analysis in agent-to-tool integrations.

Hayssem Vazquez-ElsayedApr 10, 2026

MCP Security Scanning: Audit Your AI Agent's Tools

CI at scale dashboard showing Stripe’s system processing 1,300 agent pull requests per week, highlighting automated code review workflows, continuous integration performance metrics, and developer productivity insights.

Eddie WangApr 10, 2026

What Stripe's 1,300 Agent PRs Per Week Reveal About CI at Scale

Explaining the hidden CI tax of AI coding agents, showing how automated code generation increases continuous integration workload, including more builds, test runs, and pipeline costs in a software development workflow.

Eddie WangApr 8, 2026

The Hidden CI Tax of AI Coding Agents

Explaining the Claude Code source leak, highlighting exposed AI agent behaviors and what it reveals about trust, security risks, and system transparency.

Hayssem Vazquez-ElsayedApr 6, 2026

Claude Code Source Leak: What It Reveals About AI Agent Trust

Auditing AI agent behavior in CI/CD pipelines through session trace monitoring and observability

Hayssem Vazquez-ElsayedApr 1, 2026

Audit AI Agent Behavior in CI with Session Traces

Copilot Coding Agent Observability: From Black Box to Audit Trail,' showing the shift from opaque AI agent behavior to transparent, auditable workflows

Eddie WangMar 18, 2026

Copilot Coding Agent Observability: From Black Box to Audit Trail

Explanation of GitHub agentic workflows and how autonomous agents automate development tasks

Marina RivosecchiMar 11, 2026

GitHub Agentic Workflows Explained