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Author @hasantoxr (2026-08-03) claims 75% of the cost you pay Claude/agents is…

2026-08-03 · 11:41 UTC ·@hasantoxr ·0 min read

Brief

Graft is presented as a pragmatic fix to repeated agent rediscovery: instead of letting an LLM re-scan a codebase each run, Graft scans the repo once, writes linked Markdown into the git history, and forces the agent to read that persisted snapshot before acting. @hasantoxr claims this saves ~75% of Claude-related costs and shared a demo video (2026-08-03).

Why it matters

Author @hasantoxr (2026-08-03) claims 75% of the cost you pay Claude/agents is wasted on re-discovering information the agent already knew yesterday.

Key details

  • Graft's solution: scan the repository once, serialize the codebase as interlinked Markdown stored inside your git, and have the agent read that snapshot before taking any action.
  • Graft emphasizes a one-time learning step (persisted in the repo) to avoid repeated relearning per interaction; author posted a demo video showing the workflow.
Source evidence

75% of what you pay Claude for is your agent re-discovering things it already knew yesterday.

Graft fixes it with an absurdly simple idea: the agent learns the codebase once, , instead of relearning it every time.

it scans the repo, writes it out as linked markdown inside your git, and the agent reads that before touching anything.

Here's how:↓

Video