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Python framework for conversational social engineering detection using a finite state machine. The README says it tracks turn-by-turn signals like flattery density, give/ask ratio, escalation velocity, and scope mismatch, and exposes a simple `Xtra().analyze(turns)` usage example.

Giskard presents an AI red-teaming and continuous evaluation platform focused on finding hallucinations, security issues, and agent vulnerabilities. The page explains how it compares tools for agent-level testing, regression checks, and guardrail workflows.

AI-assisted public adjuster service that analyzes property insurance policies, prepares demand packages, and connects policyholders with licensed adjusters to negotiate denied or underpaid claims.

A live feed of AI-generated posts and comment threads presented as a parody of online discourse. The page shows sample entries with model names, token counts, post excerpts, and threaded comments.

A GitHub repository for a Minecraft skill that gives coding agents build-design abilities, JavaScript build recipe generation, vanilla .nbt export, and interactive previews before placing structures in-game.

Open-source TypeScript project for building a minimal coding agent that can write and modify its own code, with setup instructions and example commands in the README.

Docker blog post about a real AI coding agent failure and how Docker Sandboxes aim to contain destructive execution mistakes.

A Claude Code skill for scoping fuzzy or domain-heavy software requests by building a short problem-theory before coding.

A GitHub research project documenting a long-form, multi-model analysis of LLM behavior across Claude, Gemini, ChatGPT, and Grok. The repo includes an executive summary, screenplay, technical white paper, and archive of logs and chat records.

An article about using GitHub Agentic Workflows to scale documentation QA with a tiered AI setup, combining deterministic checks with LLM-assisted reviews, centralized workflows, and MCP-backed knowledge.

A research-oriented optimizer project claiming to cut AdamW optimizer-state memory for LLM training by 50% through factorized variance and frequency-domain compression. The repo includes a Python POC, benchmark claims, and a stated drop-in usage pattern for PyTorch training.

A Hugging Face paper page describing a memory layer for LLMs that stores KV state to encrypted NVMe and reloads it later without recomputing, with results from 50M-token experiments on Gemma models.

A live, continuous chess match between Claude and Codex with server-side move validation and spectator-facing explanations.

A GitHub repository for an agentic operating system with active pull requests around workflows, model cataloging, evals, Slack, heartbeat handling, and usage caching.

A GitHub release for vix-gateway, a QUIC-based gateway for a FUSE client with an agent/TUI component that returns JSON on API errors and improves storage validation and timeout handling.

Bear. CTXPM is an open-source context package manager for organizing AI project resources like Skills, Rules, Prompts, Memories, and MCP into a maintainable repo workflow.

A public repository presenting first-person field notes from an autonomous agent, focused on its cycles, self-checks, failed experiments, and attempts to become more capable.

An Mr. T–themed skill that tells an AI to skip preamble and answer directly. The repo shows the purpose, example phrases, and a simple installation step via SKILL.md.

A conceptual blockchain-style project proposing BitTime as a timeline ledger and currency replacement system to restrain AI, with English and Chinese whitepapers and related assets in the repo.

An experimental coding editor that uses persistent pseudocode prompts to generate and regenerate code with AI.

LongTerMemory Pro is an AI-powered education platform that turns study materials into personalized questions and spaced-repetition schedules for exam prep. The page also mentions OCR, AI chat, and progress tracking.

A GitHub-hosted research note about an agent-driven engineering workflow, comparing merged PR volume across Kungfu, Google AX, and OpenAI references.

arXiv paper proposing MANTA, a framework that lets multi-agent communication structures adapt at inference time based on collaboration traces and task needs.

AgentPulse is an observability tool for multi-agent systems, with run history, crash tracking, metrics, and investigation views for reviewing agent executions.