Nicheloom visits: 58,213 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,008 launches · Niche of the day: specialized calculation tools · See what launched today →

OpenTiger

Autonomous dev orchestration that never stops

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

Hi HN. I've been running AI coding agents (Claude Code, Codex, etc.) on real repos for a while now. The dirty secret of "autonomous coding" is that agents stop all the time — quota limits, test failures, policy violations, bad judgement calls. You end up babysitting them.So I asked a different question: what if the system was designed around the assumption that agents WILL fail, and the job of the infrastructure is to never let that failure become a dead end?openTiger is a "non-human-first" orchestration system that runs multiple AI agents in parallel — planner, workers, testers, judge — each with a dedicated role. The planner decomposes requirements into tasks, the dispatcher fans them out to worker agents concurrently, and the judge evaluates results and feeds back rework decisions. It's not one agent doing everything; it's a pipeline of specialized agents running simultaneously.The entire architecture is built on one principle: no state is terminal. Every failure is a blocked state with a reason, and every reason has a recovery path. If the same failure repeats, the system escalates to a different strategy instead of retrying the same thing.The interesting philosophical bit: optimizing for recovery turns out to be more effective than optimizing for first-attempt success. When you stop fearing failure, you can let agents be more aggressive.Early stage, lots to improve. Feedback and contributions welcome.Docs: https://opentiger.dev/docs/

HN · launched Feb 22, 2026 · 11 upvotes (top 43%) · 2 views

Niche: ai coding agents · 470 launches, 22 in the last 7 days ▼ -48% · Explore this niche →

Category and tags

  • Horizontal
  • Agent / copilot
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

Yes The core tool is an orchestration loop that manages CLI coding agent sub-processes, detects error states or quota limits, and retries or swaps models automatically.

Discussion

2 comments analyzed.

Competitors mentioned: Claude Code CLI with NDJSON streaming, Single-agent loop pattern architectures, Multi-model council systems (GPT-4, Claude, Gemini via Perplexity)

Concerns raised: Cost tracking complexity with parallel agents compounding spend, Stagnation detection and failure mode handling, Budget exceeded and timeout management

Feature requests: Multi-model council system for architectural decisions across GPT-4/Claude/Gemini, Enhanced cost tracking transparency for parallel agent scenarios

Competitors

Other products that read as similar to this one : 2398 launches clear the similarity bar, closest 8 shown.

Attention rank: #1358 of 2399 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 116 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.