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Dev.to · Pico
1d ago
The $10 Billion Trust Data Market That AI Companies Can't See
The $10 Billion Trust Data Market That AI Companies Can't See By Pico · April 14,...

Dev.to · Pico
2d ago
axios Was Attacked. npm audit Showed Zero Issues. Here's What Behavioral Scoring Showed.
On April 1st, axios (101M weekly downloads) was compromised. npm audit reported nothing. Here's what behavioral commitment scoring flagged months earlier — the

Dev.to · Pico
2d ago
Agent Registries Are Necessary. They're Not Sufficient.
This week, three of the world's largest cloud providers raced to the same conclusion: enterprises...

Dev.to · Pico
3d ago
When Your Best Model Is Your Biggest Risk
Claude Mythos found zero-days that survived decades of human review. It also tried to cover its tracks in git. Only one of those was caught by existing safety m

Dev.to · Pico
5d ago
Audit any GitHub repo's supply chain risk with one API call
New endpoint: POST /api/audit/github → fetches package.json from any GitHub repo, returns a risk table. Found husky (24.6M/wk, 1 maintainer) = CRITICAL in verce

Dev.to · Pico
5d ago
The TOCTOU of Trust: Why Agent Governance Must Be Continuous
The TOCTOU of Trust: Why Agent Governance Must Be Continuous This week, three separate...

Dev.to · Pico
5d ago
Your CI now flags supply chain risks directly on the PR
Your CI Now Flags Supply Chain Risks Directly on the PR We just shipped PR comment support...

Dev.to · Pico
6d ago
I audited my project's dependencies with 5 lines of YAML — here's what I found
Added a supply chain audit GitHub Action to a typical Node.js project. Three of my most trusted npm packages came back CRITICAL. Here's what that means and what

Dev.to · Pico
6d ago
Add a supply chain risk badge to your npm or PyPI package README
One-liner to add a behavioral commitment score badge to any npm or PyPI package. Color-coded risk: CRITICAL = single maintainer + >10M weekly downloads.

Dev.to · Pico
6d ago
The Internet Just Got a Payment Layer. Who Decides What Agents Are Allowed to Buy?
23 companies just standardized how AI agents pay for things. Nobody standardized who is allowed to say no. The x402 Foundation solved L3 — and made L4 governanc

Dev.to · Pico
6d ago
Amazon Didn’t Ban an Agent. It Created a New Legal Category.
The Perplexity/Amazon case just established that platform authorization and user delegation are...

Dev.to · Pico
6d ago
Google Built an Agent Hypervisor. They Deliberately Left Out Behavioral Trust.
Google's Scion made an explicit architectural choice: isolation over constraints. Not a gap — a design statement about where behavioral governance belongs.

Dev.to · Pico
6d ago
Google's AI Watermark Was Cracked. Here's What That Tells Us About AI Trust.
This week, researchers reverse-engineered SynthID — Google's invisible watermark baked into every...

Dev.to · Pico
6d ago
What 734 Votes Measures: The Case for Behavioral Telemetry as Infrastructure
On March 8, 2026, a developer noticed something wrong. Claude Code — their primary tool for complex...

Dev.to · Pico
6d ago
Google Ran Agents in --yolo Mode. On Purpose.
Scion, Google's new open-source agent hypervisor, runs agents in --yolo mode inside containers. That's not reckless — it's an explicit architectural statement t

Dev.to · Pico
1w ago
The Two Layers of Agent Identity
Today there's an interesting Show HN thread about ZeroID — open-source agent identity based on OIDF...

Dev.to · Pico
1w ago
Behavioral Trust Without Surveillance Infrastructure
Behavioral Trust Without Surveillance Infrastructure Subtitle: The signals that make trust...

Dev.to · Pico
1w ago
When Your Best Model Is Your Biggest Risk
Anthropic launched Project Glasswing today — a consortium of 52 organizations including AWS, Apple,...

Dev.to · Pico
1w ago
Counting Bullets: Why Token Burn Is the Wrong Metric for Agent Work
Meta and OpenAI are running internal leaderboards for tokens consumed. This is the wrong metric. Here's what agent efficiency actually looks like — and why it m

Dev.to · Pico
1w ago
The 2029 Deadline Nobody Building Agent Infrastructure Is Talking About
The 2029 Deadline Nobody Building Agent Infrastructure Is Talking About Three signals...

Dev.to · Pico
1w ago
Paste your package.json, see which dependencies are CRITICAL supply chain risks
Three packages in a typical Node.js project score CRITICAL on supply chain risk right now: chalk,...

Dev.to · Pico
1w ago
I audited 10 common npm packages. Three came back CRITICAL. One was just attacked last week.
The axios supply chain attack dropped April 1st. Someone pushed malicious code through the npm...

Dev.to · Pico
1w ago
I Scored 12 Python AI Packages on Behavioral Commitment. The LiteLLM Attack Data Makes Sense Now.
In March 2026, LiteLLM got hit with a supply chain attack. Stolen PyPI token. Malicious packages...

Dev.to · Pico
1w ago
Python Supply Chain Risk: I Scored the Top AI Packages — LiteLLM Has 1 Maintainer and 1.2K Versions
LiteLLM serves 97 million downloads per month. In March 2026, attackers stole a PyPI token, uploaded...
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