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Dev.to · Pico
19h 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
1d 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
1d 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
1d 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
2d 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
2d 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
2d 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
2d 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
2d 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
2d 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
2d 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
3d 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
3d ago
Behavioral Trust Without Surveillance Infrastructure
Behavioral Trust Without Surveillance Infrastructure Subtitle: The signals that make trust...

Dev.to · Pico
3d 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
4d 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
4d 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
5d 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
6d 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
6d 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
6d 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...

Dev.to · Pico
1w ago
npm package commitment scores: zod has 139M weekly downloads and one maintainer
Supply chain attacks are not a novel threat. But there's a pattern in the data that rarely gets...

Dev.to · Pico
1w ago
I scored 14 popular AI frameworks on behavioral commitment — here's the data
When you're choosing an AI framework, what do you actually look at? Usually: stars, documentation...

Dev.to · Pico
1w ago
Mastercard Just Proved the Behavioral Trust Gap Is Real (§9.2 Says So)
Mastercard's Verifiable Intent ships the authorization layer for AI agents — and explicitly names the behavioral trust gap in §9.2. Here's what that means.

Dev.to · Pico
1w ago
Give your LangChain agent a real email address
Most LangChain agents are stateless. Every session starts from scratch — no persistent identity, no...
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