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Jeremy Longshore

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Location Gulf Shores AL Joined Joined on  Personal website https://www.jeremylongshore.com github website
Twenty-One Documents and a Weak Reject: Building a Research Corpus for a Novel Search Architecture

Twenty-One Documents and a Weak Reject: Building a Research Corpus for a Novel Search Architecture

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9 min read

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Twelve PRs, a Security Sprint, and a Pregame Overhaul

Twelve PRs, a Security Sprint, and a Pregame Overhaul

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6 min read
Braves Booth — Idle Recap, Dashboard Density, and AI Pitcher Narratives

Braves Booth — Idle Recap, Dashboard Density, and AI Pitcher Narratives

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4 min read
Software Supply Chain Security After Axios

Software Supply Chain Security After Axios

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6 min read
IntentCAD Viewer — Closing the DWG FastView Gap

IntentCAD Viewer — Closing the DWG FastView Gap

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4 min read
Write Once, Publish Everywhere: Building Content Distribution Across Three Sites

Write Once, Publish Everywhere: Building Content Distribution Across Three Sites

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5 min read
Usable, Not Just Functional: Entity Selection, Binary Eval, and 6 UX Fixes Across 4 Repos

Usable, Not Just Functional: Entity Selection, Binary Eval, and 6 UX Fixes Across 4 Repos

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7 min read
The Evolution of a Development Machine: 20 Days from Ubuntu Install to Production Powerhouse

The Evolution of a Development Machine: 20 Days from Ubuntu Install to Production Powerhouse

BERJAYA 1
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4 min read
Terraform for AI Infrastructure: Complete Learning Guide from Zero to Production

Terraform for AI Infrastructure: Complete Learning Guide from Zero to Production

BERJAYA 1
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7 min read
Self-Hosting n8n on Contabo VPS: Enterprise Automation for $0/Month

Self-Hosting n8n on Contabo VPS: Enterprise Automation for $0/Month

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3 min read
Scaling AI Batch Processing: Enhancing 235 Plugins with Vertex AI Gemini on the Free Tier

Scaling AI Batch Processing: Enhancing 235 Plugins with Vertex AI Gemini on the Free Tier

BERJAYA 1
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7 min read
Perception Dashboard: Wiring Real Triggers, Topic Watchlists, and the BSL-1.1 Decision

Perception Dashboard: Wiring Real Triggers, Topic Watchlists, and the BSL-1.1 Decision

BERJAYA 1
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4 min read
OKLCH: Why Your CSS Color System Is Lying to You

OKLCH: Why Your CSS Color System Is Lying to You

BERJAYA 1
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2 min read
Applying Universal Directory Standards to a Prompt Engineering Repository

Applying Universal Directory Standards to a Prompt Engineering Repository

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8 min read
Live Data Backbone: Cache Layers, Circuit Breakers, and SSE for Broadcast

Live Data Backbone: Cache Layers, Circuit Breakers, and SSE for Broadcast

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4 min read
October 2025 State of Affairs: Five Production Platforms and What They Taught Me

October 2025 State of Affairs: Five Production Platforms and What They Taught Me

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6 min read
Governed Knowledge: Two Major Releases, a Freshness Daemon, and Export Gating

Governed Knowledge: Two Major Releases, a Freshness Daemon, and Export Gating

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6 min read
Fixing Provider Registry Mutations and Sandbox Permissions in git-with-intent

Fixing Provider Registry Mutations and Sandbox Permissions in git-with-intent

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4 min read
Fine-Tuning IAM1: Building a Hierarchical Multi-Agent System on Vertex AI

Fine-Tuning IAM1: Building a Hierarchical Multi-Agent System on Vertex AI

BERJAYA 1
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6 min read
Engine to Product: Three Interfaces, One Codebase

Engine to Product: Three Interfaces, One Codebase

BERJAYA 1
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5 min read
DiagnosticPro: Revolutionary Feature Rollouts Coming This Quarter

DiagnosticPro: Revolutionary Feature Rollouts Coming This Quarter

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4 min read
Debugging Slack Integration: From 6 Duplicate Responses to Instant Acknowledgment

Debugging Slack Integration: From 6 Duplicate Responses to Instant Acknowledgment

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5 min read
Making a Youth Sports App COPPA-Compliant: The Real Process From Question to Production

Making a Youth Sports App COPPA-Compliant: The Real Process From Question to Production

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8 min read
Building Production-Grade Testing Infrastructure: A Playwright + GitHub Actions Case Study

Building Production-Grade Testing Infrastructure: A Playwright + GitHub Actions Case Study

BERJAYA 1
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9 min read
Building Multi-Platform Developer Tools: Scaling an Open-Source Project from 1 to 5 Platforms

Building Multi-Platform Developer Tools: Scaling an Open-Source Project from 1 to 5 Platforms

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3 min read
Architecting a Production Multi-Agent AI Platform: Technical Leadership in Action

Architecting a Production Multi-Agent AI Platform: Technical Leadership in Action

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5 min read
From Chaos to One-Paste Magic Part 2: Evolving Templates into an Enterprise Library

From Chaos to One-Paste Magic Part 2: Evolving Templates into an Enterprise Library

BERJAYA 1
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3 min read
Zero to CI: Full-Stack Dashboard in One Session

Zero to CI: Full-Stack Dashboard in One Session

BERJAYA 2
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6 min read
Waygate MCP v2.1.0: From Forensic Analysis to Production Enterprise Server with TaskWarrior

Waygate MCP v2.1.0: From Forensic Analysis to Production Enterprise Server with TaskWarrior

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8 min read
Verified Plugins Program: Building a Quality Signal for the Marketplace

Verified Plugins Program: Building a Quality Signal for the Marketplace

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4 min read
Two Releases, One Day: IntentCAD v0.6.0 and v0.7.0

Two Releases, One Day: IntentCAD v0.6.0 and v0.7.0

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6 min read
DiagnosticPro Evolution: From Database Concept to $29.99 AI Platform - A Complete Project Autopsy

DiagnosticPro Evolution: From Database Concept to $29.99 AI Platform - A Complete Project Autopsy

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4 min read
Terminal-Bold Redesign and the 0% Recall Bug

Terminal-Bold Redesign and the 0% Recall Bug

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2 min read
Start AI Tools: Rapid AI Implementation Platform

Start AI Tools: Rapid AI Implementation Platform

BERJAYA 1
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6 min read
The Silent Killer in Your Web App: How Bare catch {} Blocks Hide Failures from Everyone

The Silent Killer in Your Web App: How Bare catch {} Blocks Hide Failures from Everyone

BERJAYA 1
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5 min read
Session Cookie Auth, Forgot-Password Timeouts, and Killing Flaky E2E Tests

Session Cookie Auth, Forgot-Password Timeouts, and Killing Flaky E2E Tests

BERJAYA 1
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5 min read
When a Simple Security Audit Turns Into a 3-Hour Python Environment Battle (And How We Won)

When a Simple Security Audit Turns Into a 3-Hour Python Environment Battle (And How We Won)

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3 min read
Scaling AI Systems: Production Batch Processing with Built-In Disaster Recovery

Scaling AI Systems: Production Batch Processing with Built-In Disaster Recovery

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6 min read
Research & Curriculum

Research & Curriculum

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5 min read
Building a Complete React Native Mobile App in One Session: 17,620 Lines of Production Code

Building a Complete React Native Mobile App in One Session: 17,620 Lines of Production Code

BERJAYA 1
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4 min read
Repository Transformation: From Chaos to Professional Prompt Engineering Toolkit

Repository Transformation: From Chaos to Professional Prompt Engineering Toolkit

BERJAYA 1
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6 min read
Production Release Engineering: Shipping v4.5.0 with 739 Skills and Zero Downtime

Production Release Engineering: Shipping v4.5.0 with 739 Skills and Zero Downtime

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6 min read
PDF Extraction Bugs, Broadcast Persistence, and a 42-Commit Sweep Day

PDF Extraction Bugs, Broadcast Persistence, and a 42-Commit Sweep Day

BERJAYA 1
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6 min read
Building a Meta-Agent System From Scratch in One Day

Building a Meta-Agent System From Scratch in One Day

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5 min read
Nuclear Option Day: Validator Rewrite, 63 New Packs, 414 Plugins

Nuclear Option Day: Validator Rewrite, 63 New Packs, 414 Plugins

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8 min read
Ninety Skills, Three Packs, One Day

Ninety Skills, Three Packs, One Day

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9 min read
Mobile Fixes, Crypto Upgrades, and Killer Skills

Mobile Fixes, Crypto Upgrades, and Killer Skills

BERJAYA 1
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3 min read
Meta-Agent Orchestration and the UX of Removing Features

Meta-Agent Orchestration and the UX of Removing Features

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4 min read
Marketplace Quality Blitz: 130 Stub Files, 4300 Warnings, Zero Excuses

Marketplace Quality Blitz: 130 Stub Files, 4300 Warnings, Zero Excuses

BERJAYA 1
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4 min read
What I'm Discovering About Marketing Automation Pricing Challenges

What I'm Discovering About Marketing Automation Pricing Challenges

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5 min read
Leading Complex System Onboarding: From Documentation to Infrastructure Access

Leading Complex System Onboarding: From Documentation to Infrastructure Access

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4 min read
Knowledge Base from Zero to API: Lifecycle State Machines and Policy Engines

Knowledge Base from Zero to API: Lifecycle State Machines and Policy Engines

BERJAYA 1
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4 min read
IntentCAD v0.8.0 — Thirteen EPICs, One Day

IntentCAD v0.8.0 — Thirteen EPICs, One Day

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9 min read
Intent Solutions Portfolio 2025: Five Production Platforms and the Architecture Behind 4-Day Deployments

Intent Solutions Portfolio 2025: Five Production Platforms and the Architecture Behind 4-Day Deployments

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1 min read
Hybrid AI Stack: Reduce AI API Costs by 60-80% with Intelligent Request Routing

Hybrid AI Stack: Reduce AI API Costs by 60-80% with Intelligent Request Routing

BERJAYA 1
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7 min read
How to Get Your ADK Agent into Google's Official Community Showcase

How to Get Your ADK Agent into Google's Official Community Showcase

BERJAYA 1
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2 min read
Golden Tests, Fuzz Testing, and a Nasty Fixture Taxonomy for DXF Revisions

Golden Tests, Fuzz Testing, and a Nasty Fixture Taxonomy for DXF Revisions

BERJAYA 1
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4 min read
From GitHub Repos to Published Education: Transforming Hidden Documentation into 31KB of Live Content

From GitHub Repos to Published Education: Transforming Hidden Documentation into 31KB of Live Content

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5 min read
git-with-intent v0.9 to v0.10: Docker Upgrades, README Rewrites, and Strategic Research

git-with-intent v0.9 to v0.10: Docker Upgrades, README Rewrites, and Strategic Research

BERJAYA 1
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5 min read
From Tool to Platform: IntentCAD Ships Five EPICs in One Day

From Tool to Platform: IntentCAD Ships Five EPICs in One Day

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6 min read
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