Tech News
CEO fired developers to make room for AI. Developers create open source AI CEO
A CEO fires developers to replace them with AI, prompting the community to create an open-source 'AI CEO' agent (OpenExecutive) that assigns tasks and tracks business memory.
Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations
Amazon Bedrock AgentCore Evaluations decouples agent evaluation from the framework you build.
Qwen3.8-Flash-Next
Another open weights model from Qwen. This one is "a multimodal MoE model that also serves as an early preview of the architecture used in Qwen4".
huggingface/transformers Release: v5.16.0
Release v5.16.0 New Model additions Qwen4-Exp Qwen4-Exp builds on Qwen3.5's hybrid text and multimodal architecture with three key components: GatedResidual (GR), Qwen Sparse Attention (QSA), and Per-Layer Embedding...
Experiment with Qwen3.8-Flash-Next on NVIDIA GB300 NVL72 for Agentic Coding
Alibaba released the model weights for Qwen3.8-Flash-Next as a preview of the upcoming Qwen4 architecture for developers to experiment with and evaluate.
GitHub Repos
headroomlabs-ai/headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM.
# Python# agent# aibytedance/deer-flow
An open-source long-horizon SuperAgent harness that researches, codes, and creates.
# Python# agent# agenticascending-llc/jarvis-registry
Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.
# Python# agent# agent gatewayResearch Papers
Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence
This paper introduces 'Graph Engineering' as a new paradigm for designing LLM agent systems, where tasks, agents, and states are organized as dynamic graphs to achieve 'System Intelligence'—coordinating multiple specialized agents to solve complex problems that exceed...
EnSI-RAG: Entity-Structure-Indexed Retrieval-Augmented Generation for Long-Document Question Answering
This paper introduces EnSI-RAG, a retrieval-augmented generation method that builds an entity-centered index to improve question answering over long documents. It stores entity properties, relations, and aspects as structured records, which helps retrieve relevant evidence...
SRL-MPC: Shape-Aware Reinforcement Learned Model Predictive Control
This paper introduces SRL-MPC, a method that helps robots navigate through crowded spaces while accounting for their own shape and the shapes of others, without simplifying geometry. It uses reinforcement learning to adjust control parameters in real time, improving safety...