Newly Accepted

Persistent memory for AI agents that retires superseded facts instead of letting old and new information conflict. The repo shows quick start setup, MCP connections for several agent hosts, and benchmark claims for retrieval accuracy.

Myli is a provider-neutral Python harness for multi-agent visual design workflows. It defines typed design specs, validates JSON candidates at runtime, supports tools and middleware, and can render candidates for visual review with event and trace reporting.

MindShield is a browser extension that adds a reflection pause before sending simple prompts to AI tools, using local on-device classification to reduce false positives and keep prompts private.

Traccia is an AI agent observability and governance platform with OpenTelemetry-native tracing, runtime policy enforcement, prompt registry, evals, cost attribution, and compliance evidence export.

A front-end skill pack for AI coding agents that routes requests to one of 19 skills and enforces machine-checked output constraints before code ships.

A framework for adapting software delivery to AI-native workflows, with stages for proof of concept, prototype, executable specification, implementation, evaluation, and retrospection.

A searchable index of Claude Code skills, subagents, plugins, and marketplaces, each scored on whether it actually loads. The site says listings are rebuilt nightly from GitHub and skills.sh and includes breakdowns for score components, install counts, and last commit data.

An open-source project that deploys a persistent DeepSeek-based coding agent on Cloudflare Workers with one-command installation and durable workspace support.

A CLI for searching local agent session history and tracing code changes back to the sessions that produced them.

A self-healing knowledge layer for AI coding agents with trust-verified search results, session auto-sync, and filesystem-backed reconciliation.

An OpenTelemetry Collector distribution that turns GenAI traces into bounded metrics and keyed summaries, designed for fleet-level observability without exporting raw prompts or high-cardinality labels.

Open-source agent communication SDK for connecting AI agents to human channels like Slack, Discord, Telegram, email, WhatsApp, and SMS. The repo shows both Python and TypeScript usage, hosted and self-hosted modes, and a CLI for setup and calling threads.

A local runtime for persistent, supervised parent–subagent delegation, aimed at teams building durable multi-agent workflows with Codex and Claude.

Open-source AI IDE for running coding agents in parallel with isolated git worktrees, reusable workflows, and self-hosting support.

OzBrain is a hosted shared knowledge base for AI agents and teams. It lets tools like Claude, ChatGPT, and Cursor read and write the same source of truth, with connector setup, staged writes, conflict handling, and version history.

OpenAI API documentation page for the GPT-5.6 Sol model, with links into model selection, pricing, reasoning, prompting, and SDK guidance.

A browser-playable rebuild of Future Crew’s 1993 Second Reality demo, presented as reconstructed from the original sources rather than via emulation or video.

AgentSight is a zero-instrumentation observability tool for AI agents that uses eBPF to trace LLM API calls, token usage, and process behavior on Linux.

A lightweight SQLite FTS5 memory layer and MCP server for Google Antigravity agents, with CLI tools for storing, searching, and syncing facts.

SystemG is an agent-friendly process composer that runs a service graph from a single YAML file, with dependency ordering, restarts, unified logs, and support for cron and hooks.

arXiv paper on how ideas and goals can spread through multi-agent LLM systems, including experiments on propagation, susceptibility factors, and mitigation.

An embeddable Python sandbox for AI agents that turns MCP servers, APIs, shells, and host tools into native Python objects.

Tako VM is a secure file system and Python execution layer for AI agents, with gVisor-isolated containers, queued jobs, retries, replay, and a Python SDK/REST API.

WalTier is a Rust embeddable tiered write-ahead log coordinated through S3 conditional writes. It provides durable ordered logging, compaction, replicas, and local disk or memory stores for development and testing.