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16:14
2026-10-01
github.blog
ai-agents

New dashboard experience now the default

GitHub made its redesigned dashboard the default view for all users, moving the experience out of feature preview. The new dashboard consolidates active agent sessions, issues, and pull requests in one place with filters…

12:36
2026-10-01
dev.to
robotics

Optimizing Flutter Camera Streaming for Meta Smart Glasses

A developer published a production-oriented Flutter architecture for streaming camera frames from Meta smart glasses and other robotics/AI hardware, using a latest-frame bounded-buffer strategy to avoid stale frames and …

11:00
2026-10-01
oncroft.net
ai-tools

How to share a shift roster app with your team

Croft published a guide on October 2, 2026 describing how teams can host an AI-built shift roster as a private app on its platform, giving managers and staff one URL with shared shifts, company login, and backups instead…

08:30
2026-10-01
searchenginejournal.com
ai-agents

Cloudflare Moves Monetization Gateway & Pay Per Use Into Beta

Cloudflare moved its Monetization Gateway and Pay Per Use products into beta on Sept. 30, letting sellers charge AI agents per request to an API, MCP tool, dataset, or site. The Monetization Gateway, in closed beta for U…

04:41
2026-10-01
github.com
ai-agents

Continual Outreach – A self refining customer discovery process

A new open-source repository called Continual Outreach packages a reusable "agent distro" that turns a general-purpose AI agent such as OpenAI Codex or Claude Code into a customer-discovery and outreach workflow, coverin…

04:00
2026-10-01
machinebrief.com
machine-learning

OpenJev-RLCD: A Working RLCD Implementation

A working implementation of reinforcement learning for calibrated decisions (RLCD) for reasoning models, OpenJev-RLCD, matches or beats supervised fine-tuning, RFT/STaR and GRPO in accuracy and beats all of them in selec…

04:00
2026-10-01
arxiv.org
ai-agents

MoFlow: Multi-Objective Agentic Workflow Generation

Researchers proposed MoFlow, a method that generates agentic workflows optimized across multiple objectives at once by formulating workflow generation as a multi-objective Markov decision process and solving it with Conv…

04:00
2026-10-01
machinebrief.com
ai-agents

Do Self-Evolving Skills Generalize to Held-Out Tasks?

A study of five self-evolving skill methods and a one-shot skill across six benchmarks found that of 21 skills that improved on their training tasks, only 5 kept all of that improvement on held-out test tasks, 13 kept pa…

01:55
2026-10-01
news.ycombinator.com
ai-agents

Ask HN: My agent went haywire, does this output mean anything?

A Hacker News user reported that a freshly provisioned Hermes agent running on a headless Debian server with Z.ai's GLM 5.3 Flash model entered a 1m36s "thinking" loop of ostensibly random words and characters during its…

00:00
2026-10-01
machinelearning.apple.com
machine-learning

RLTL;DR: Self-Improvement by Internalizing Self-Generated Feedback

A new method called RLTL;DR lets a Qwen 3.5 9B Thinking policy break through a learning barrier on tool-calling and coding datasets filtered to Pass@128 = 0, reaching a Pass@1 of 14–31% with insights in context during tr…

00:00
2026-10-01
thinkrail.ai
ai-agents

An agentic IDE that follows Pi's philosophy

ThinkRail released an agentic IDE that embeds the Pi coding agent as a library inside its own process, sharing Pi's hidden `~/.pi` folder so users can switch between ThinkRail and Pi's native CLI without losing configura…

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