Describe your company and agent teams handle operations.

Status
Live
Tier
Free
Platform
Web
Host
autocompany.developersdigest.tech
Describe your company and agent teams handle operations. Built and maintained by Developers Digest, Auto Company is part of a larger ecosystem of 91 AI agent tools, Claude Code tools, MCP servers, and developer agents.
A SCAM 2026 study of 100 top-starred repos catalogs six configuration smells in AGENTS.md and CLAUDE.md files: Lint Leakage in 62%, Context Bloat in 42%, Skill Leakage in 35%. Only 9 of 100 files were smell-free.
A new 600-session benchmark shows coding assistants that read a user's resolved session history resolve ambiguous requests with far fewer clarifying questions - Claude Opus 4.8's first-turn success jumps from 24.3% to 60.3% when history is available.
Microsoft's Change2Task turns merged pull requests into verified, executable coding agent tasks: 79.6% construction success across 1,130 repo changes, 29.2% more verified tasks than PR baselines, and tasks that stay current with the codebase.
A controlled ablation across Claude Code and Codex, 17 real tasks, and 288 evaluated runs finds context-injection strategy does not measurably change correctness (bounded to under 10-15pp). The failures are implementation skill, not missing repository knowledge.
Schema browser, migration planner, RLS auditor, and SQL notebook for Postgres. Built for Neon, Supabase, or bare Postgres.
Log workouts, meals, and habits in plain English. Your progress shows up as a GitHub-style heatmap.
Schedule jobs in plain English. See what ran, what broke, what's next.
AI app generator. Describe what you want and get a working app in minutes.