Releases·Tool Release
I use beads with Claude Code, but have found mass labelling of issues inefficient and costly. The new Jev model solves this problem, so I made a tool which uses it to label your beads.
A developer running a Claude Code-based multi-agent system built on beads issue tracking open-sourced beadsort, an MIT-licensed tool that uses the newly released Jev model to batch-label and triage beads. It replaces manual agent-driven labelling, which was slow and token-expensive.
5 engagement1 sourceFri, Sep 18, 2026, 10:38 AM
AI Overview
- Harry Munro open sourced beadsort (MIT licence) on GitHub, using the Jev model to batch-label Claude Code 'beads' issue trackers cheaply.
Related
Releases·Tool Release
Open-source test of AI coding agents on one repo: isolated branches broke in all 5 runs, shared dirs and agent messaging passed
A developer launched Médula, a free MIT-licensed tool that asks a fast decision model before every write whether a change collides with another agent's work. His experiment found that six agents on separate branches each passed their own tests while the merged app broke in all 5 runs, while agents sharing one working directory passed in all 10 runs. The finding matters to anyone running multi-agent coding workflows: text merges hide semantic conflicts, and letting agents see or message each other fixes them.
A developer launched Médula, a free MIT-licensed tool that asks a fast decision model before every write whether a change collides with another agent's work. His experiment found that six agents on separate branches each passed their own tests while the merged app broke in all 5 runs, while agents sharing one working directory passed in all 10 runs. The finding matters to anyone running multi-agent coding workflows: text merges hide semantic conflicts, and letting agents see or message each other fixes them.
41 engagement2 sourcesredditFri, Oct 2, 2026, 07:15 AM
Products·launched
Claude Code plugin using TypeSafe AI's Jev to cut token usage ~30%
A Claude Code plugin that replaces multi-round grep-and-ask tool calls with a single call to TypeSafe AI's Jev model. The developer benchmarked it as producing equal or better results while saving around 30% of context tokens per session. It targets Claude Code users who want lower token costs without degraded tool results.
A Claude Code plugin that replaces multi-round grep-and-ask tool calls with a single call to TypeSafe AI's Jev model. The developer benchmarked it as producing equal or better results while saving around 30% of context tokens per session. It targets Claude Code users who want lower token costs without degraded tool results.
3 engagement1 sourceredditFri, Sep 18, 2026, 10:28 AM
Products·concept
Claude Code skill that routes classification tasks to Jev decision-only model
A Claude Code skill that makes the coding agent use Jev, TypeSafe's decision-only model, for bucketing tasks instead of regex checks or prompt-and-parse loops. The agent declares the task shape, validates on 5-20 real items with a stdlib runner, and logs outcomes. Aimed at developers writing classification, routing, or triage logic with coding agents.
A Claude Code skill that makes the coding agent use Jev, TypeSafe's decision-only model, for bucketing tasks instead of regex checks or prompt-and-parse loops. The agent declares the task shape, validates on 5-20 real items with a stdlib runner, and logs outcomes. Aimed at developers writing classification, routing, or triage logic with coding agents.
1 engagement1 sourceredditFri, Sep 18, 2026, 02:03 PM
Social·Community
Jev, a 'decision' model co-created by a ChatGPT co-creator, plays Subway Surfers in real time
A Reddit post shares a video claiming a new 'decision' model called Jev, developed by a co-creator of ChatGPT, plays Subway Surfers in real-time. The claim originates from a post on X by @_MaxBlade and is third-party, not a vendor announcement.
A Reddit post shares a video claiming a new 'decision' model called Jev, developed by a co-creator of ChatGPT, plays Subway Surfers in real-time. The claim originates from a post on X by @_MaxBlade and is third-party, not a vendor announcement.
630 engagement1 sourceredditFri, Sep 18, 2026, 06:45 AM
Releases·Tool Release
DeepAleph releases JevReel, an open-source zero-embeddings video intelligence layer for Claude Code, Codex, and Cursor
A developer released jevreel, a free and open-source tool that compresses entire videos into contact sheets for zero-embedding whole-video analysis. Built on the Jev model, it plugs into Claude Code, Codex, or Cursor and returns frame-verified timestamps for natural-language queries.
A developer released jevreel, a free and open-source tool that compresses entire videos into contact sheets for zero-embedding whole-video analysis. Built on the Jev model, it plugs into Claude Code, Codex, or Cursor and returns frame-verified timestamps for natural-language queries.
1 engagement1 sourceredditThu, Oct 15, 2026, 02:10 PM