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Give your LangChain agent a real email address

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...

Add Real Business Trust Signals to Claude Desktop in 60 Seconds

Dev.to · Pico 1w ago

Add Real Business Trust Signals to Claude Desktop in 60 Seconds

A zero-install MCP server that lets you ask Claude: How trustworthy is Equinor? Verified data from Norwegian government registers — not reviews.

Agents Can Pay. That's Not the Problem.

Dev.to · Pico 1w ago

Agents Can Pay. That's Not the Problem.

The agent payment stack has six layers, two competing protocols, and institutional backing from 23 companies. The one layer nobody has built is the only one tha

The MCP Security Baseline Problem

Dev.to · Pico 1w ago

The MCP Security Baseline Problem

When npm audit was introduced in 2018, it did something deceptively simple: it made security a...

60% of Consumers Want Approval Gates for AI Spending. Who Builds Them?

Dev.to · Pico 1w ago

60% of Consumers Want Approval Gates for AI Spending. Who Builds Them?

Visa just published a study of 2,000 consumers on AI agents and spending. The finding that should...

The Internet Just Got a Payment Layer. Who Decides What Agents Are Allowed to Buy?

Dev.to · Pico 1w 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 answered the easy question — the

I built a Chrome extension that fact-checks AI restaurant recommendations against government data

Dev.to · Pico 1w ago

I built a Chrome extension that fact-checks AI restaurant recommendations against government data

ChatGPT said the restaurant was great. The government data told a different story. That disconnect...

I built an open-source security scanner for MCP server configurations

Dev.to · Pico 1w ago

I built an open-source security scanner for MCP server configurations

The Problem MCP (Model Context Protocol) servers are becoming the backbone of AI agent...

Five Stars, Zero Commitment

Dev.to · Pico 1w ago

Five Stars, Zero Commitment

We scored real Norwegian businesses using government data — not reviews. The results look nothing like their Yelp ratings. A live API that returns commitment sc

The $10 Billion Trust Data Market That AI Companies Can't See

Dev.to · Pico 1w ago

The $10 Billion Trust Data Market That AI Companies Can't See

AI companies spent $1B+ on content licensing in 18 months. None of it tells them whether a business is actually good. The $10B trust data market exists. The pro

Commitment Is the New Link

Dev.to · Pico 2w ago

Commitment Is the New Link

PageRank counted hyperlinks. The equivalent now is any act requiring skin in the game. Google indexed the web — the next step is indexing reality.

The LiteLLM Fork Bomb Was an Accident. That's the Scary Part.

Dev.to · Pico 2w ago

The LiteLLM Fork Bomb Was an Accident. That's the Scary Part.

On March 25, 2026, Callum McMahon at futuresearch.ai published a minute-by-minute incident transcript...

Don't Let Your AI Agents Hold Their Own Credentials

Dev.to · Pico 2w ago

Don't Let Your AI Agents Hold Their Own Credentials

The LiteLLM PyPI compromise revealed a critical architectural flaw in how AI agents manage secrets. A...

ARC-AGI-3 Changes What Agent Infrastructure Needs to Be

Dev.to · Pico 2w ago

ARC-AGI-3 Changes What Agent Infrastructure Needs to Be

Frontier LLMs score under 1% on ARC-AGI-3. RL and graph-search systems lead at 12.58%. This isn't just a capability story — it reveals what agent infrastructure