Welcome to AllDevBlogs

9/13/2026 • EN

Building My Own Syntax Highlighter API With Claude Code

Building a custom syntax highlighter API using Claude Code to replace GitHub Gist API for code blocks.

Java Syntax Highlighting Claude Code

Ben Nadel

0 0

9/13/2026 • EN

A knowledge cutoff is a ceiling, not a snapshot

Explains why a model's knowledge cutoff is a ceiling, not a snapshot, and how this affects AI agent design.

llm AI Agents Training Data

Waldek Mastykarz

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9/13/2026 • EN

The City That Rebuilds Itself: VMware Cloud Foundation Lifecycle Management Explained

Explains VMware Cloud Foundation lifecycle management as a coordinated operating loop, covering VCF 9.1 capabilities and the limits of zero downtime.

DevOps Lifecycle Cloud

Paul Bryant

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9/13/2026 • EN

AI Agent Learning: Governing What Becomes Permanent

AI agent learning: governing durable changes via provenance, scope, evaluation, approval, and revocation.

workflow automation AI Agents Governance

Paul Bryant

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9/13/2026 • EN

AI Decision Controls: From Learned Patterns to Authorized Actions

AI decision controls: separating model proposals from authorized actions with evidence, permissions, and verification.

software architecture llm ai

Paul Bryant

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9/13/2026 • EN

The Double-Slit Experiment and AI: Why Context Changes the Answer

Explores how the double-slit experiment offers a mental model for evaluating AI behavior under different conditions, not quantum AI.

context llm ai

Paul Bryant

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9/13/2026 • EN

AI Feedback Is Not Learning: Governing Memory and Model Updates

AI feedback isn't learning: separating memory, runbooks, and model updates for safe agent governance.

software architecture AI Agents Feedback Loops

Paul Bryant

0 0

9/13/2026 • EN

AI Agent Reliability: Test the Whole Coordination Loop

Testing AI agent reliability across the full coordination loop, including failure recovery, evidence preservation, and authority enforcement.

distributed systems fault tolerance AI Agents

Paul Bryant

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9/13/2026 • EN

How to find LM Studio plugins and MCP servers

Guide to finding LM Studio plugins and MCP servers using Local AI Tools, a free directory for browsing and installing local AI extensions.

mcp plugins Ffmpeg

Sahan Serasinghe

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9/12/2026 • EN

Generating running routes with GPT-6 Astra and ChatGPT Work

Using GPT-6 Astra and ChatGPT Work to generate 5K and 10K running routes from OpenStreetMap data, with GPX/GeoJSON output.

Chatgpt Openstreetmap Geojson

Simon Willison

0 0

9/12/2026 • EN

Using Session State

Implementing session state for a multi-agent blog system to support search refinement with short-term memory.

state management c AI Agents

Jesse Liberty

0 0

9/12/2026 • EN

Copilot Review To The Rescue

A developer shares how GitHub Copilot's code review caught a state management bug in their blog writing app and helped fix it.

testing pull request code review

Jesse Liberty

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