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Ory Lumen

Hacker Approved

Ranked 6 of 15 code search tools by recommenders

Recommended as local semantic code search for Claude Code that cuts tool calls and token use. Critics found it hard to figure out how it works.

Recommended as local semantic code search for Claude Code that cuts tool calls and token use. Critics found it hard to figure out how it works.

10 people gave an opinion

recommend it
10
criticize it
0
approval share
100%
Each figure is one person. RecommendsCriticizes

Recommended in 6 of 13 months

  1. November 2025: recommended
  2. December 2025: not recommended
  3. January 2026: not recommended
  4. February 2026: not recommended
  5. March 2026: recommended
  6. April 2026: recommended
  7. May 2026: recommended
  8. June 2026: not recommended
  9. July 2026: recommended
  10. August 2026: not recommended
  11. September 2026: recommended
  12. October 2026: not recommended
  13. November 2026: not recommended (month in progress)

Why it carries the badge

  • 10 people recommend itNeeds 10 or more, met.
  • Nobody criticizes itNeeds 2 to 1 or better, met.
  • Recommended in 6 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Cuts tool calls and tokens

    “This reduces tool calls (and thus saves times and tokens) because instead of trying / guessing names repeatedly”

    Comment from 3 Apr 2026 in “Show HN: ctx – an Agentic Development Environment (ADE)”

    “because the model doesn’t have to brute force different terms until it finds the match it needs”

    Comment from 11 Sep 2026 in “RTK reports token savings, but our cost benchmarks disagree”

    “properly indexed code bases (think IntelliJ) reduce token usage significantly”

    Comment from 12 Apr 2026 in “Pro Max 5x Quota Exhausted in 1.5 Hours Despite Moderate Usage”
  • Local embedding-based codebase indexing

    “What I had success with (although benchmarks are older) is to index the codebase with a dedicated local code embedding model.”

    Comment from 11 Sep 2026 in “RTK reports token savings, but our cost benchmarks disagree”

    “it's a realistic approach at RAG”

    Comment from 11 Sep 2026 in “RTK reports token savings, but our cost benchmarks disagree”

Other code search tools people recommend

The four most recommended other code search tools, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Ory Lumen compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
ripgrep1221887%12—Approved
ast-grep21388%9—Approved
Semble20774%4—Approved
Graft (Claude Code hooks)13476%4—Approved
Ory LumenThis page100100%6—Approved
See all 15 code search tools, ranked

What people said

10 of the 13 comments that mention it, newest first. Each links to the original comment.

“it's a realistic approach at RAG”

RecommendsComment from 11 Sep 2026 in “RTK reports token savings, but our cost benchmarks disagree”

“because the model doesn’t have to brute force different terms until it finds the match it needs”

RecommendsComment from 11 Sep 2026 in “RTK reports token savings, but our cost benchmarks disagree”

“it’s hard to measure the impact exactly but it feels significant”

RecommendsComment from 11 Sep 2026 in “RTK reports token savings, but our cost benchmarks disagree”

“What I had success with (although benchmarks are older) is to index the codebase with a dedicated local code embedding model.”

RecommendsComment from 11 Sep 2026 in “RTK reports token savings, but our cost benchmarks disagree”

“properly indexed code bases (think IntelliJ) reduce token usage significantly”

RecommendsComment from 12 Apr 2026 in “Pro Max 5x Quota Exhausted in 1.5 Hours Despite Moderate Usage”

“This reduces tool calls (and thus saves times and tokens) because instead of trying / guessing names repeatedly”

RecommendsComment from 3 Apr 2026 in “Show HN: ctx – an Agentic Development Environment (ADE)”

“Lumen, Nanite, Substrate, Metahumans, and Chaos Physics all come to mind as major innovations driven by Epic”

RecommendsComment from 25 Mar 2026 in “Today's Layoffs”

“They are bleeding edge when it comes to real-time rendering tech”

RecommendsComment from 24 Mar 2026 in “Today's Layoffs”

“Great idea, will give it a try.”

RecommendsComment from 11 Mar 2026 in “Show HN: Ory Lumen - faster, cheaper Claude Code with local semantic code search”

“We could not immediately figure out exactly how Lumen works, and builds appear to be failing”

MixedComment from 11 Nov 2025 in “How I fell in love with Erlang”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.