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Jay Grider

I build things I think will make the world better. Founder of CHKDSK Labs.

USA Joined on  https://chkdsklabs.io

Education

University of Louisville

Work

CHKDSK Labs

Rust vs Python: Agentic Workflow Performance Benchmarks

Rust vs Python: Agentic Workflow Performance Benchmarks

4 min read

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NCompass Technologies: Why Local LLM Artifacts Beat API Abstraction

NCompass Technologies: Why Local LLM Artifacts Beat API Abstraction

4 min read
Cool AI Projects That Failed: The File Integrity Gap

Cool AI Projects That Failed: The File Integrity Gap

5 min read
Tinfoil (YC X25): Verifiable Privacy for Cloud AI

Tinfoil (YC X25): Verifiable Privacy for Cloud AI

1
5 min read
Rust Python Hybrid Agentic Workflow: Avoiding Latency Pitfalls

Rust Python Hybrid Agentic Workflow: Avoiding Latency Pitfalls

4 min read
How to Secure Local LLM Model Files: A Zero Trust Guide

How to Secure Local LLM Model Files: A Zero Trust Guide

5 min read
Local LLM Security Best Practices: Beyond Basic Hashing

Local LLM Security Best Practices: Beyond Basic Hashing

4 min read
How to Build a Secure Homelab for LLM Inference

How to Build a Secure Homelab for LLM Inference

4 min read
Is a Self-Hosted Proxy Necessary for AI Agents?

Is a Self-Hosted Proxy Necessary for AI Agents?

5 min read
Why Choose Rust Over Python for Agentic Workflow Harness

Why Choose Rust Over Python for Agentic Workflow Harness

4 min read
How to Analyze ClickHouse Query Plan Contention

How to Analyze ClickHouse Query Plan Contention

3 min read
Hiring Tip: Pair Program on Open Source Bugs

Hiring Tip: Pair Program on Open Source Bugs

4 min read
Optimizing ClickHouse Queries for Billing Dashboards

Optimizing ClickHouse Queries for Billing Dashboards

5 min read
Rust vs Python for Small Team Infrastructure Tools

Rust vs Python for Small Team Infrastructure Tools

1
4 min read
How to Audit Open Source Dependencies in Python Scripts

How to Audit Open Source Dependencies in Python Scripts

6 min read
Mutagen 0.4.0 Released: Service Extraction, Bug Crunches, and Fixed Persona Drift

Mutagen 0.4.0 Released: Service Extraction, Bug Crunches, and Fixed Persona Drift

4 min read
Do You Have a Homelab? Secure Your Local LLM Artifacts

Do You Have a Homelab? Secure Your Local LLM Artifacts

5 min read
Welcome to Mutagen

Welcome to Mutagen

4 min read
Echoes HQ: Developer-Friendly Activity Reports for Local LLM Governance

Echoes HQ: Developer-Friendly Activity Reports for Local LLM Governance

5 min read
Pomotok: A Windows Pomodoro Timer for Deep Focus

Pomotok: A Windows Pomodoro Timer for Deep Focus

4 min read
Moonrepo: Open-Source Build Systems for LLMs

Moonrepo: Open-Source Build Systems for LLMs

4 min read
AppView 1.0.0 Released: Instrument and Secure Your LLM Deployments

AppView 1.0.0 Released: Instrument and Secure Your LLM Deployments

4 min read
Linux Kernel Log 2.6.30: New File Systems and Modular Architecture

Linux Kernel Log 2.6.30: New File Systems and Modular Architecture

5 min read
Blokhead: Chrome Edge Firefox Extension for Blocking Distractions

Blokhead: Chrome Edge Firefox Extension for Blocking Distractions

5 min read
Rem: Remember Everything - Secure Open Source AI Memory

Rem: Remember Everything - Secure Open Source AI Memory

4 min read
Rift: Open-Source AI-Native Language Server for Personal SWE

Rift: Open-Source AI-Native Language Server for Personal SWE

5 min read
Kexa.io: Open-Source IT Security for Local AI Governance

Kexa.io: Open-Source IT Security for Local AI Governance

5 min read
ArchGW: Intelligent Edge Proxy for Agents

ArchGW: Intelligent Edge Proxy for Agents

1
5 min read
Arctype: Cross-Platform Database GUI for LLM Artifacts

Arctype: Cross-Platform Database GUI for LLM Artifacts

5 min read
Sqreen: Securing Web Apps via Model Artifact Auditing

Sqreen: Securing Web Apps via Model Artifact Auditing

5 min read
Socket: Secure Your JavaScript Supply Chain Against AI Threats

Socket: Secure Your JavaScript Supply Chain Against AI Threats

6 min read
Rust vs Python for Agentic Workflow Harness: The Mutagen Decision

Rust vs Python for Agentic Workflow Harness: The Mutagen Decision

5 min read
Self-Hosted Pomodoro Timer for Local LLM Reliability

Self-Hosted Pomodoro Timer for Local LLM Reliability

2
4 min read
Generate SBOM for Local LLM Artifacts CLI Python

Generate SBOM for Local LLM Artifacts CLI Python

4 min read
The Inference Cost Crisis Is Broken — So I'm Building My Own Fix

The Inference Cost Crisis Is Broken — So I'm Building My Own Fix

1
2 min read
The Paradigm Shift of Agentic AI: Iterative Self-Improvement

The Paradigm Shift of Agentic AI: Iterative Self-Improvement

1
2 min read
Why I Built Ridge Sight: Escaping the Dependabot Tab-Juggling Act

Why I Built Ridge Sight: Escaping the Dependabot Tab-Juggling Act

2 min read
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