News
Confirmation primitives for AI agents
9+ hour, 55+ min ago (355+ words) "Yes, delete that one" " three words that should not be enough to wipe out a six-month campaign. As AI agents get more capable, the gap between user intent and tool execution gets riskier. Verflow's pattern: stage the destructive call, render…...
A Simple One-Object Audit Framework for Salesforce AI Agents
45+ min ago (86+ words) Hacker Noon A Simple One-Object Audit Framework for Salesforce AI Agents An Error Logging Framework in Salesforce With Slack Alerts AI Explainability: Bridging the Gap Between Complexity and Understanding Explainable AI Is Just Rebranding the Chaos, Not Solving It What…...
API Reference
2+ week, 6+ day ago (267+ words) The Agify API predicts age from a name. Send a name, receive an estimated age. Authentication uses an API key from your account dashboard. Requests are GET. Responses are JSON. There is one endpoint: Every successful response includes an age…...
" Keep Feeding Your CI/CD " Or Watch It Die
1+ hour, 51+ min ago (1320+ words) Your pipeline isn't a deliverable. It's a living organism. Stop starving it. Tagged with devops, cicd, productivity, programming....
SSH in 2026: Why Every Developer Should Know It Cold
1+ hour, 51+ min ago (1480+ words) If you have ever run git push to Git Hub, deployed code to a cloud server, used a CI/CD pipeline, managed a Linux machine, or connected to a remote database, you have interacted with SSH " whether you knew it…...
Securing Web APIs: A Practical Guide to Authentication & Authorization Methods
1+ hour, 52+ min ago (1131+ words) Most API security incidents don't happen because attackers found a clever zero-day. They happen because a developer grabbed the first auth pattern that came to mind, shipped it, and moved on. I've seen API keys committed to public repos, JWTs…...
AI SRE in Incident Management: How AI Agents Handle On-Call
3+ hour, 24+ min ago (1000+ words) AI agents now assist with incident triage, investigation, and bounded remediation, but manual alerting struggles to keep pace with faster software delivery. Current evidence supports a governed human-agent model rather than full on-call replacement, with autonomy expanding only after each…...
How to deploy Lite LLM with Docker
6+ hour, 40+ min ago (1400+ words) Lite LLM and Docker let you build a self-hosted AI model gateway that routes application requests to multiple large language models via a single Open AI-compatible API. Instead of connecting each application directly to Open AI, Anthropic, Azure Open AI,…...
How to Build Production ML Systems That Detect Failure Early
2+ hour, 31+ min ago (120+ words) Hacker Noon How to Build Production ML Systems That Detect Failure Early Data Scientist at DFE, UK. |(GORS Badged)|AI Researcher|Microsoft Certified in LLM, Agentic AI, Azure AI, Data Science Building a Multi-Agent AI System in Python for More…...
The Multi-Provider LLM Problem: Why "One API" Is Not Enough
3+ hour, 23+ min ago (215+ words) AI teams are moving from one model to many The hidden cost of multiple providers Why simple wrappers fail What developers actually need: observability governance reliability raw response access routing transparency What we are exploring with HUBAPI Ask for feedback…...