ArkForge

May 19

Agent Confidence Is Lying: Why You Can't Trust Self-Assessed Reliability

#ai #agents #compliance #security

Agent Output Drift: When Your Compliant Agent Becomes Non-Compliant (Overnight)

6 min read

Want to connect with ArkForge?

Create an account to connect with ArkForge. You can also sign in below to proceed if you already have an account.

Create Account

Already have an account? Sign in

May 13

Agent Output Drift: When Your Compliant Agent Becomes Non-Compliant (Overnight)

Hallucination Chains: How Multi-Agent Systems Amplify Lies

6 min read

May 2

Hallucination Chains: How Multi-Agent Systems Amplify Lies

Agent Blind Spots: Why Orchestrators Can't See What Approved Workers Actually Do

6 min read

Apr 28

Agent Blind Spots: Why Orchestrators Can't See What Approved Workers Actually Do

Agent Persistent Memory Is a Compliance Liability: Proving What Your Agent Remembered

5 min read

Apr 21

Agent Persistent Memory Is a Compliance Liability: Proving What Your Agent Remembered

#agents #memory #compliance #euaiact

5 reactions

RAG Decisions Without Retrieval Proof: The Compliance Gap No One Audits

5 min read

Apr 14

RAG Decisions Without Retrieval Proof: The Compliance Gap No One Audits

#rag #compliance #aigovernance #euaiact

5 reactions

The MCP Transparency Problem: When Your Agent Can't Show Its Work

5 min read

Cryptographic proof for agent tool calls

Governance Frameworks Tell You What to Log. They Don't Prove It Happened.

Apr 6

The MCP Transparency Problem: When Your Agent Can't Show Its Work

#mcp #transparency #agents #python

4 reactions

10 comments

7 min read

Apr 6

Governance Frameworks Tell You What to Log. They Don't Prove It Happened.

#mcp #compliance #ai #security

Proving an MCP Tool Call Happened: A Complete Walkthrough

4 min read

Apr 4

Proving an MCP Tool Call Happened: A Complete Walkthrough

#mcp #python #security #agents

Agent Self-Reporting Is Not Evidence. Here Is What to Do About It.

5 min read

Apr 4

Agent Self-Reporting Is Not Evidence. Here Is What to Do About It.

#mcp #agents #verification #python

Agent Self-Reporting Is Not Evidence. Here Is What to Do About It.

5 min read

Apr 4

Agent Self-Reporting Is Not Evidence. Here Is What to Do About It.

#mcp #python #security #ai

MCP Security Checklist: 7 Things to Verify Before Deploying AI Agents

5 min read

Apr 3

MCP Security Checklist: 7 Things to Verify Before Deploying AI Agents

#mcp #security #agents #aisecurity

MCP Tool Description Drift: 89 Tools Were Modified After Approval. Nobody Noticed.

6 min read

Apr 3

MCP Tool Description Drift: 89 Tools Were Modified After Approval. Nobody Noticed.

#mcp #security #attestation #trust

How to Build an Audit Trail for MCP Tool Calls

6 min read

Apr 3

How to Build an Audit Trail for MCP Tool Calls

#mcp #agents #auditing #compliance

MCP Execution Attestation: What Happens Between Tool Call and Tool Result

7 min read

Apr 3

MCP Execution Attestation: What Happens Between Tool Call and Tool Result

#mcp #agents #attestation #compliance

Agent Polymorphism's Compliance Blind Spot: Proving Which Model You Actually Ran

5 min read

Mar 31

Agent Polymorphism's Compliance Blind Spot: Proving Which Model You Actually Ran

#compliance #agents #polymorphism #multimodel

Agent SLA Proofs: Performance Guarantees That Regulators Can Verify

5 min read

Mar 24

Agent SLA Proofs: Performance Guarantees That Regulators Can Verify

The Hyperscaler Trust Silo: Why AWS Can't Verify Claude (And That's a Compliance Problem)

6 min read

Mar 20

The Hyperscaler Trust Silo: Why AWS Can't Verify Claude (And That's a Compliance Problem)

#ai #architecture #aws #security

MPP Solves How Agents Pay. It Doesn't Solve Who Authorized It.

5 min read

Mar 19

MPP Solves How Agents Pay. It Doesn't Solve Who Authorized It.

#ai #payments #compliance #security

Configuration Drift: Why Your Audit Trail is a Lie

5 min read

Mar 18

Configuration Drift: Why Your Audit Trail is a Lie

#security #compliance #governance #devops

The Agent Reproducibility Paradox: Debugging Non-Determinism in Production

5 min read

Mar 17

The Agent Reproducibility Paradox: Debugging Non-Determinism in Production

#agents #debugging #reproducibility #observability

The Audit Trail Paradox: Why Your LLM Logs Aren't Proof

6 min read

Mar 17

The Audit Trail Paradox: Why Your LLM Logs Aren't Proof

#ai #compliance #verification #security

Your AI Agent Has a Supply Chain. Nobody Is Auditing It.

5 min read

Mar 16

Your AI Agent Has a Supply Chain. Nobody Is Auditing It.

#security #agents #supplychain #auditability

Proving an MCP Tool Call Happened: A Complete Walkthrough

5 min read

Mar 16

Proving an MCP Tool Call Happened: A Complete Walkthrough

#mcp #python #security #ai

Building what NIST is asking for: an AI agent security proxy

5 min read

Mar 13

Building what NIST is asking for: an AI agent security proxy

#nist #owasp #security #devsecops

Claude + Mistral + GPT in one n8n workflow — how to certify the full chain

3 min read

Mar 12

Claude + Mistral + GPT in one n8n workflow — how to certify the full chain

#n8n #llm #automation #python

ArkForge proof format: an open spec for certifying any HTTP transaction

4 min read

Mar 10

ArkForge proof format: an open spec for certifying any HTTP transaction

#security #owasp #python #openstandard

Why Your AI Agent Needs Cryptographic Proof

3 min read

Mar 7

Why Your AI Agent Needs Cryptographic Proof

#llm #security #owasp #devsecops

How We Built Cryptographic Proof for AI Agent Transactions

2 min read

Mar 6

How We Built Cryptographic Proof for AI Agent Transactions

#python #security #owasp #webdev

Why Autonomous AI Agents Need Proof-of-Transaction (and How to Add It in 5 Lines of Python)

5 min read

Mar 1

Why Autonomous AI Agents Need Proof-of-Transaction (and How to Add It in 5 Lines of Python)

#python #llm #security #owasp

We Ran a Verifiable Agent-to-Agent Payment. Here's Exactly How.

5 min read

Feb 26

We Ran a Verifiable Agent-to-Agent Payment. Here's Exactly How.

#python #llm #security #webdev

4 reactions

I Added EU AI Act Compliance to My CI/CD in 3 Lines

4 min read

Feb 24

I Added EU AI Act Compliance to My CI/CD in 3 Lines

#python #devsecops #euaiact #nist

I'm Based in the US — Why Does the EU AI Act Apply to My Python App?

1 comment

4 min read

Feb 20

I'm Based in the US — Why Does the EU AI Act Apply to My Python App?

#python #euaiact #compliance #webdev

Your Python AI App Ships to the EU — Here's What Changes in August 2026

2 comments

4 min read

Feb 19

Your Python AI App Ships to the EU — Here's What Changes in August 2026

#python #euaiact #compliance #security

My AI Side Project Would Fail an EU AI Act Audit — Here's How I Fixed It

3 min read

Feb 19

My AI Side Project Would Fail an EU AI Act Audit — Here's How I Fixed It

#python #euaiact #tutorial #webdev

5 EU AI Act Obligations Every Developer Must Know in 2026

4 min read

Feb 18

5 EU AI Act Obligations Every Developer Must Know in 2026

#euaiact #nist #compliance #devsecops

EU AI Act 2026: What I Learned Reading the Full Regulation

5 min read

Feb 16

EU AI Act 2026: What I Learned Reading the Full Regulation

#ai #compliance #euaiact #opensource

Building an EU AI Act Compliance Checker as MCP Server - A Developer's Journey

5 min read

Feb 9

Building an EU AI Act Compliance Checker as MCP Server - A Developer's Journey

#mcp #euaiact #python #owasp