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News
How Meta, Google, and LinkedIn Approach Ad API Access
2+ hour, 10+ min ago (32+ words) One integration problem, three completely different trust models, and only one of them charges you per person. A product I am building needs …...
AI Learns From Its Own Past to Sharpen Graph Neural Networks
2+ hour, 58+ min ago (626+ words) Graph neural networks have become one of the most powerful tools in modern machine learning for making sense of data that lives in relationships rather than rows of a spreadsheet....
How I built a semantic layer over Brazil’s official economic data, and why the hardest part wasn’t the API
9+ hour, 38+ min ago (704+ words) Brazil has a huge amount of high-quality official economic data. The problem is that using it programmatically is much harder than it should be. The Brazilian Central Bank has one API and data model. IBGE has another. Tesouro has another....
Taming the Resolute Raccoon: Developing Geospatial Intelligence Apps with Qt on Ubuntu 26.04 LTS
7+ hour, 11+ min ago (33+ words) The upgrade to a new LTS release is always a mix of excitement and apprehension. The promise of newer …...
APIs, MCP, and A2A Are Not Competing. They Compose.
8+ hour, 10+ min ago (31+ words) Four protocols, four layers, one architecture — and none of them guarantees the answer is correct or authorized. Enterprise AI teams keep hitting …...
Why “Claimable” Doesn’t Always Mean “Exploitable”: A Subdomain Takeover That Wasn’t
8+ hour, 1+ min ago (150+ words) A dangling CNAME, a claimable Mailgun domain, and a rejection that taught me more than an acceptance would have. Subdomain takeover checklists all say some version of the same thing: find a CNAME pointing to a service, confirm the target…...
Building an AI SOC Analyst From Scratch (Not Just an API Call)
10+ hour, 33+ min ago (590+ words) This is the post the whole series has been building toward. In Part 2 we ended on a hard question: how do you automatically separate the …...
A Single Config File Hit 212,500 GitHub Stars. Here’s What It Actually Says
11+ hour, 25+ min ago (249+ words) Four rules encode Andrej Karpathy’s biggest complaint about AI coding agents — and none of them are new …...
Pay for AI API access with Bitcoin Lightning
1+ day, 59+ min ago (248+ words) Lightning funding is now available on nullsink in beta. Pay an invoice, add prepaid credit, and use it with your existing tools. Lightning adds another way to fund the same prepaid API balance, alongside Monero and on-chain Bitcoin. If you…...
An Attacker's Multi-Agent Framework Stole Thousands of Credentials in Under Six Hours
19+ hour, 36+ min ago (252+ words) A financially motivated attacker ran reconnaissance, exploitation, and cleanup with almost no human... Tagged with aisecurity, agentreliability....