Nicheloom visits: 58,094 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

Lattice

Astra doesn't run out of context mid-task

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.

Lattice sits on top of Codex and controls what the model sees at each step. Same model, same behavior - 76% less text sent per task, 62% faster, 4/4 tasks accepted. Long refactors finish instead of dying at 60% of the window.

PH · launched Sep 18, 2026 · 2 upvotes (top 26%) · 0 views

Niche: ai coding agent session managers · 514 launches, 36 in the last 7 days ▼ -18% · Explore this niche →

Category and tags

  • Horizontal
  • Agent / copilot
  • Developer
  • AI-native
  • Commercial product
  • Open Source
  • Developer Tools
  • Artificial Intelligence
  • GitHub
  • OpenAI Day

Visit website ↗ Source listing ↗

Could you build this?

Partial Creating a proxy to trim context is simple, but designing intelligent context pruning that accurately tracks AST dependencies and maintains refactor correctness across long multi-step agent runs is technically difficult.

What it would actually take: The architecture requires an intelligent proxy layer integrated with Language Server Protocol (LSP) and Tree-sitter parsers to build dynamic symbol dependency graphs. The hard part is context pruning logic that dynamically selectively drops irrelevant file segments without breaking type references, causing hallucinated imports, or discarding subtle architectural constraints during multi-file edits.

Competitors

Other products that read as similar to this one : 51 launches clear the similarity bar, closest 8 shown.

Attention rank: #14 of 52 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 233 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.