Code review gating with decision models

Secure, persistent VM sandboxes for AI agents, with a PR-review example that compares a general model with Jev on candidate findings.

Automated PR review: an LLM agent finds issues, a verifier refutes them, and Jev decides how to triage, route and label.

Rust code-review gate asking Jev small typed questions about functions and tests, failing CI only on rules measured 80% right.

Self-hosted PR review platform pairing an LLM narrative with a /v1/systemone decision engine for 6 rubric scores and 8 yes/no merge gates.

Runnable Jev samples: README checks, AGENTS.md readiness, PR triage, MovieLens next-watch ranking and issue triage, with measured runs.

Coding-agent hook that asks Jev one yes/no per project rule on every edit or turn and makes the agent fix any violation.

Glue that turns one Linux machine into a team of coding agents, with Jev making typed calls like who builds a task and whether it may merge.

Claude Code plugin sending small judgments to Jev: rule checks that block edits, verbatim compaction, subagent sizing and routing hints.

Claude Code plugin that adds Jev as an independent judge for review findings, debugging hypotheses, design options and search hits.

PR reviewer where Jev answers a Clean Code question set for every changed file and a writing model turns the verdicts into review prose.

Advisor for coding agents: git and Stop hooks flag test tampering, secrets and skipped hooks, with optional Jev review findings.

Rust CLI that classifies Git commit diffs with Jev into bug fixes, security fixes with CWEs, and change types.

CLI, MCP server and Claude Code plugin for closed-form yes/no, choice, score and rank decisions via Jev, OpenAI Decisions or Claude.

CLI and Claude Code plugin that reads each commit diff and counts capabilities gained, fixes and upkeep using narrow model judgments.

Claude Code plugin with rules and checks that make agents prove their work; an optional Jev judge triages review findings.

Software-factory supervisor where Jev independently judges coding agents' completion, test sufficiency, progress and need for a human.

Git tool that stages only the hunks matching a plain-language description, using Jev include/exclude/mixed probabilities per hunk.

Hermes Agent plugin exposing Jev as four coding-workflow tools: jev_check, jev_route, jev_score and jev_evaluate.

Semantic code search and plain-English review rules that send repository chunks to Jev and return scored source locations.

CLI that scans source, build and CI files with Jev for hidden, deceptive or data-stealing behavior before you run unfamiliar code.

Desktop workspace for coding agents that runs tasks in parallel worktrees, listed as using Jev to pick the best agent per task.

Read-only Go CLI that checks files against your plain-language code rules with Jev, locally or in CI.

GitHub Action that asks Jev three yes/no questions about a pull request and approves it only when all clear a confidence threshold.

Gives Claude Code, Codex, Pi and OpenCode five typed Jev tools (classify, check, score, rank, ask) plus a skill on when to use them.

CLI and agent commands auditing a git diff against YAML standards packs, scoring each hunk with Jev so agents fix only flags.

Commit-msg hook where one Jev request checks the message against the staged diff and flags filler, contradictions and secrets.

Unix-style tools where Jev learns a repo's decision norms and judges each node of a code lead as a bug, lead or clean.

Coding-agent tools on Jev with public benchmarks: a strict command gate, a code-review router Action, and use cases.

Local MCP review engine where each rule becomes a Jev YES/NO/N/A Choice over agent-supplied diff chunks, with located evidence.

MCP server exposing Jev Noul, Choice and Score via OpenRouter so coding agents can make quick decisions without reasoning tokens.