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Recent posts tagged agentical

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
galian • Sep 21 • in Articles • 12 min read
Your Agent Died at Step 7 of 12: Durable Execution for Long-Running Agents
The agent was twenty minutes into a migration task. It had read the schema, planned eleven steps, executed six of them — two of which wrote to production — and was waiting on the model for step seven when the pod was rescheduled. Everything the agen...
post-cover-27907
  • ai
  • agentical
  • programming
2 Reactions 4 Comments
galian • Jun 18 • in Articles • 8 min read
Why Your RAG Pipeline Returns Wrong Answers (7 Failure Modes and Fixes)
You built a RAG system. You embedded your docs, wired up a vector store, stuffed the top chunks into the prompt, and shipped. Then the questions came back wrong — confidently, fluently wrong — and your first instinct was to blame the model or reach f...
post-cover-20911
  • ai
  • agentical
  • agentic-ai
  • rag
1 Reactions 3 Comments
Tom Smithverified • 20 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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