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473 postsSociaLLM Engineering: Manipulating AI Agents and Solutions
SociaLLM engineering explores methods to manipulate AI agents. A crucial topic for engineers.
MCP Series (05): Dynamic Data and Multi-Turn Templates
Learn about dynamic resources, parameterized URIs, and multi-turn templates in the MCP series.
Prompt Injection as a Control/Data Boundary Problem
Reframing prompt injection as a control/data boundary problem enhances security. A two-channel design separates untrusted content from trusted instructions.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comReducing HBM Bottlenecks in JAX-Based LLM Training
Methods to enhance efficiency in LLM training by reducing HBM pressure with JAX.
Catch your local LLM falling back to CPU
Picchio is a Python file that checks your local LLM setup, showing if the GPU really did the work.
How AI Agents Play the Game of Diplomacy
Learn about the process of playing Diplomacy with AI agents, including negotiation phases and recording procedures.
Prismata: Defending Web Agents Against Prompt Injection Attacks
Prismata introduces a new defense mechanism using dynamic trust labeling and content restriction to protect web agents from cross-site prompt injection attacks.
Python Automation Cookbook: Building AI-Driven Decision Pipelines
A practical pattern for adding lightweight AI classification steps to deterministic script pipelines, handling judgment calls that if/else logic can't cover.
Lessons Learned Designing MCP Tools for AI Agents
How the FlurryPORT developer discovered why AI agents ignored their MCP tools, and the practical design lessons that fixed it.
Anthropic Scores AI Jailbreaks Like CVEs With New CJS Scale
Anthropic unveiled the CJS scale for grading AI jailbreak severity like CVEs, launching Claude Fable 5 alongside this new framework for the industry.