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Public dossier section · @ben

side quests

This is @ben's profile revision 1. The original date and editorial confidence below are attributed to its publisher, not independent verification.

Original credited author: Hraness

AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

Back to the full profile · Markdown version · Original document

Published text

morph: side quests

the pursuits around fast apply — the prior pivots, the plugins and integrations, the other models, and the community packages.

  • 2023 — lingtual (tejas, ended): lingtual — the original s23 identity: a no-code platform for 'connected ai business software,' pitched as retool+zapier for ai applications with 50+ tool integrations. the domain registered mid-batch; the pitch lives on in the yc profile and directory listings. (sources: lingtual on the yc directory, yc s23 batch writeup incl. lingtual, lingtual on toolify, lingtual.com whois)
  • 2024 — innkeeper (tejas, ended): innkeeper — hotel and motel software, listed among the entity's aka names on yc's lingtual profile and third-party trackers. the pivot that matches bhakta's upbringing: he grew up in his parents' motel and built their tech stack at 16. ordering against autoinfra is unverified. (sources: lingtual on the yc directory, morph on reforgers, tejas bhakta on beamstart)
  • 2025–2026 — the essay side-channel (tejas, continuing): the non-product essays — 'how intelligence self organizes' and 'we're already post-agi,' submitted under bhaktatejas922 in the weeks around the launch. the founder's intellectual side-channel: company on the api, arguments on the front page. (sources: how intelligence self organizes, we're already post-agi)
  • 2025– — the mcp server (company, continuing): the mcp server and openai-compatible api — shipped july 2025 as 'mcp for fast ai filesystem edits.' docs carry setup targets for cursor, claude code, windsurf, cline, vs code, and claude desktop — documented targets, not confirmed partnerships. (sources: mcp quickstart docs, mcp for fast ai filesystem edits)
  • 2025– — the plugin shelf (company, active): the first-party plugin shelf — opencode-morph-plugin (mit; fast apply, warpgrep, flashcompact), morph-claude-code-plugin, a pi extension, and an openclaw integration under github.com/morphllm, alongside morph-demos and coding-agent-bench. ~24 public repos. (sources: the morphllm github org, opencode-morph-plugin)
  • 2025– — self-hosting (company, continuing): the self-hosting offer — the models for private deployment, posted in may 2025. the enterprise-privacy answer to 'yet another endpoint' — if it converts. (sources: self hosting)
  • 2025– — warpgrep (company, active): warpgrep — the rl code-search subagent, 14b at a claimed ~900 tok/s on b200. 'a 20x faster subagent to grep for code'; the twitter-algorithm demo; v2's swe-bench-pro retrieval claims. self-reported throughout. (sources: warpgrep product page, warpgrep show hn, launch yc: warpgrep v2)
  • 2026– — compact (company, active): compact / flashcompact — verbatim context compaction at a claimed 33,000 tok/s with a 1m context and 50–70% reduction. the spec also appears as 3,300+ tok/s on another page — the inconsistency is documented. (sources: compact product page, compact sdk docs, flash compact launch)
  • 2026– — glance (company, active): glance — ai testing your pr, videos embedded in github, powered by morph-computer-use-v0. launched on show hn february 2026 to 35 points — the best-received post-launch submission. (sources: glance launch: pr testing videos, browser verification)
  • 2026– — reflexes (company, active): reflexes — multi-head classifiers running on agent traces, a claimed <30ms inference and 'four or 100 reflexes add less than 2ms.' bhakta's tesla data-sampling experience pointed at agent-trace signals. (sources: reflexes launch: multi-head trace classifiers, one backbone, many reflexes)
  • 2025 — inline edit and the tab api (company, ended): the inline edit model and the tab api — announced at launch (a sub-500ms next-edit predictor in private beta) and never seen publicly again. no release evidence found; likely folded into the suite or quietly dropped. (sources: launch hn: apply ai code edits at 4,500 tokens/sec)
  • 2025 — the prs that didn't land (company, ended): the integrations that didn't land — cline pr #3950 closed unmerged in july; roo code issue #7206 closed without implementation. some maintainers prefer built-in search/replace or an in-house apply; the founder-submitted pr doesn't always convert. (sources: proposed cline integration — closed unmerged, proposed roo integration — closed without implementation)
  • 2025– — the community plugins (community, continuing): the community shelf — @f97/opencode-morph-fast-apply on npm and a grok-cli integration, both third-party and reported rather than verified. (sources: @f97/opencode-morph-fast-apply, grok cli morph integration)

AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

Canonical page: https://hraness.com/morph/side-quests

Original source occurrences

  1. grok cli morph integration · npm · 2025 (year) · original ID: src-ci-grok-cli · Other public citations of this URL

    community cli integrating morph apply (reported)

  2. flash compact launch · morphllm.com · 2026 (year) · original ID: src-ci-morph-compact-blog · Other public citations of this URL

    flash compact launch: 33,000 tok/s verbatim compaction

  3. compact sdk docs · docs.morphllm.com · 2026-09 (month) · original ID: src-ci-morph-compact-docs · Other public citations of this URL

    morph-compactor: 33,000 tok/s, 1m ctx, 50–70% reduction

  4. compact product page · morphllm.com · 2026-09 (month) · original ID: src-ci-morph-compact-product · Other public citations of this URL

    compact marketing page (spec inconsistencies vs. docs noted)

  5. one backbone, many reflexes · morphllm.com · 2026-06-23 (day) · original ID: src-ci-morph-reflex-blog · Other public citations of this URL

    "one backbone, many reflexes" multi-head classifier engine

  6. tejas bhakta on beamstart · beamstart.com · undated (unknown) · original ID: src-hp-beamstart · Other public citations of this URL

    tesla autopilot/energy 3yr bio; motel/$48k website; ucsd

  7. browser verification · morphllm.com · 2026-01-23 (day) · original ID: src-hp-blog-browser-verif · Other public citations of this URL

    glance: rl browser-testing agent

  8. self hosting · morphllm.com · 2025-05-11 (day) · original ID: src-hp-blog-self-hosting · Other public citations of this URL

    self-host offering

  9. mcp quickstart docs · docs.morphllm.com · 2026 (year) · original ID: src-hp-docs-mcp · Other public citations of this URL

    mcp setup targets: cursor, claude code, windsurf, cline, vs code, claude desktop

  10. yc s23 batch writeup incl. lingtual · evoailabs.medium.com · 2023 (year) · original ID: src-hp-evoailabs · Other public citations of this URL

    lingtual's original s23 pitch text

  11. proposed cline integration — closed unmerged · github · 2025 (year) · original ID: src-hp-gh-cline-pr · Other public citations of this URL

    proposed cline integration — closed unmerged

  12. opencode-morph-plugin · github · 2025–2026 (approximate) · original ID: src-hp-gh-opencode-plugin · Other public citations of this URL

    mit; fast apply + warpgrep + flashcompact plugin

  13. the morphllm github org · github · 2023-07-10 (day) · original ID: src-hp-gh-org · Other public citations of this URL

    official org, ~24 public repos

  14. proposed roo integration — closed without implementation · github · 2025 (year) · original ID: src-hp-gh-roo-issue · Other public citations of this URL

    proposed roo integration — closed without implementation

  15. glance launch: pr testing videos · hacker news · 2026-02-04 (day) · original ID: src-hp-hn-glance · Other public citations of this URL

    glance launch: pr testing videos

  16. launch hn: apply ai code edits at 4,500 tokens/sec · hacker news · 2025-07-07 (day) · original ID: src-hp-hn-launch · Other public citations of this URL

    launch hn + tejas comments (all quotes)

  17. mcp for fast ai filesystem edits · hacker news · 2025-07-18 (day) · original ID: src-hp-hn-mcp-edit · Other public citations of this URL

    "mcp for fast ai filesystem edits"

  18. we're already post-agi · hacker news · 2025-07-21 (day) · original ID: src-hp-hn-postagi · Other public citations of this URL

    essay "we're already post-agi"

  19. reflexes launch: multi-head trace classifiers · hacker news · 2026-06-30 (day) · original ID: src-hp-hn-reflexes · Other public citations of this URL

    reflexes launch: multi-head trace classifiers

  20. how intelligence self organizes · hacker news · 2025-07-14 (day) · original ID: src-hp-hn-selforg · Other public citations of this URL

    essay "how intelligence self organizes"

  21. warpgrep show hn · hacker news · 2025-12-09 (day) · original ID: src-hp-hn-warpgrep · Other public citations of this URL

    warpgrep show hn

  22. @f97/opencode-morph-fast-apply · npm · undated (unknown) · original ID: src-hp-npm-opencode · Other public citations of this URL

    community third-party plugin package

  23. warpgrep product page · morphllm.com · 2026 (year) · original ID: src-hp-products-warpgrep · Other public citations of this URL

    14b, ~900 tok/s b200, partner logos

  24. morph on reforgers · reforgers.com · undated (unknown) · original ID: src-hp-reforgers · Other public citations of this URL

    aka autoinfra/lingtual/innkeeper; founded 2023

  25. lingtual on toolify · toolify.ai · 2023-07-26 (day) · original ID: src-hp-toolify-lingtual · Other public citations of this URL

    lingtual directory listing; founders@lingtual.com

  26. lingtual.com whois · lookup.icann.org · 2023-08-04 (day) · original ID: src-hp-whois-lingtual · Other public citations of this URL

    domain creation date

  27. launch yc: warpgrep v2 · ycombinator.com · 2026-03-31 (day) · original ID: src-hp-yc-launch-warpgrep-v2 · Other public citations of this URL

    warpgrep v2; #1 swe-bench pro claim

  28. lingtual on the yc directory · ycombinator.com · undated (unknown) · original ID: src-hp-yc-lingtual · Other public citations of this URL

    same entity's s23 profile; aka autoinfra/innkeeper

Structured research records

  1. lingtual · morph-quests · 2023 (year)

    Original location · source-a8a63eb2bc129695d469 · source-b182805799363d5df21a · source-fcb09ee33b5a59182266 · source-b08b27ec1b0a4a17cb58

    Original structured fields
    {
      "dates": "2023",
      "detail": "lingtual — the original s23 identity: a no-code platform for 'connected ai business software,' pitched as retool+zapier for ai applications with 50+ tool integrations. the domain registered mid-batch; the pitch lives on in the yc profile and directory listings.",
      "id": "qst-lingtual",
      "owner": "tejas",
      "sourceIds": [
        "src-hp-yc-lingtual",
        "src-hp-evoailabs",
        "src-hp-toolify-lingtual",
        "src-hp-whois-lingtual"
      ],
      "status": "ended",
      "title": "lingtual",
      "url": "https://www.ycombinator.com/companies/lingtual"
    }
  2. innkeeper · morph-quests · 2024 (year)

    Original location · source-a8a63eb2bc129695d469 · source-0074cfe96ef19e12f1e4 · source-a3059e50b6457cc5a42b

    Original structured fields
    {
      "dates": "2024",
      "detail": "innkeeper — hotel and motel software, listed among the entity's aka names on yc's lingtual profile and third-party trackers. the pivot that matches bhakta's upbringing: he grew up in his parents' motel and built their tech stack at 16. ordering against autoinfra is unverified.",
      "id": "qst-innkeeper",
      "owner": "tejas",
      "sourceIds": [
        "src-hp-yc-lingtual",
        "src-hp-reforgers",
        "src-hp-beamstart"
      ],
      "status": "ended",
      "title": "innkeeper",
      "url": null
    }
  3. the essay side-channel · morph-quests · 2025–2026 (approximate)

    Original location · source-2e8b9afcbd87a08ed250 · source-0bf751367b001f2f944d

    Original structured fields
    {
      "dates": "2025–2026",
      "detail": "the non-product essays — 'how intelligence self organizes' and 'we're already post-agi,' submitted under bhaktatejas922 in the weeks around the launch. the founder's intellectual side-channel: company on the api, arguments on the front page.",
      "id": "qst-essays",
      "owner": "tejas",
      "sourceIds": [
        "src-hp-hn-selforg",
        "src-hp-hn-postagi"
      ],
      "status": "continuing",
      "title": "the essay side-channel",
      "url": null
    }
  4. the mcp server · morph-quests · 2025– (approximate)

    Original location · source-4233a6e4f05542b984a7 · source-68f05affb98427f3cdf8

    Original structured fields
    {
      "dates": "2025–",
      "detail": "the mcp server and openai-compatible api — shipped july 2025 as 'mcp for fast ai filesystem edits.' docs carry setup targets for cursor, claude code, windsurf, cline, vs code, and claude desktop — documented targets, not confirmed partnerships.",
      "id": "qst-mcp",
      "owner": "company",
      "sourceIds": [
        "src-hp-docs-mcp",
        "src-hp-hn-mcp-edit"
      ],
      "status": "continuing",
      "title": "the mcp server",
      "url": "https://docs.morphllm.com/mcpquickstart"
    }
  5. the plugin shelf · morph-quests · 2025– (approximate)

    Original location · source-c45fd874c94be57f5f4c · source-bb534a837252006c5d04

    Original structured fields
    {
      "dates": "2025–",
      "detail": "the first-party plugin shelf — opencode-morph-plugin (mit; fast apply, warpgrep, flashcompact), morph-claude-code-plugin, a pi extension, and an openclaw integration under github.com/morphllm, alongside morph-demos and coding-agent-bench. ~24 public repos.",
      "id": "qst-plugins",
      "owner": "company",
      "sourceIds": [
        "src-hp-gh-org",
        "src-hp-gh-opencode-plugin"
      ],
      "status": "active",
      "title": "the plugin shelf",
      "url": "https://github.com/morphllm"
    }
  6. self-hosting · morph-quests · 2025– (approximate)

    Original location · source-29c8f8612551daf63f7e

    Original structured fields
    {
      "dates": "2025–",
      "detail": "the self-hosting offer — the models for private deployment, posted in may 2025. the enterprise-privacy answer to 'yet another endpoint' — if it converts.",
      "id": "qst-self-host",
      "owner": "company",
      "sourceIds": [
        "src-hp-blog-self-hosting"
      ],
      "status": "continuing",
      "title": "self-hosting",
      "url": "https://www.morphllm.com/blog/self-hosting"
    }
  7. warpgrep · morph-quests · 2025– (approximate)

    Original location · source-4c1610f60f6faccb2380 · source-2d06cafc3d967cc26358 · source-45daa3400100ee9491fa

    Original structured fields
    {
      "dates": "2025–",
      "detail": "warpgrep — the rl code-search subagent, 14b at a claimed ~900 tok/s on b200. 'a 20x faster subagent to grep for code'; the twitter-algorithm demo; v2's swe-bench-pro retrieval claims. self-reported throughout.",
      "id": "qst-warpgrep",
      "owner": "company",
      "sourceIds": [
        "src-hp-products-warpgrep",
        "src-hp-hn-warpgrep",
        "src-hp-yc-launch-warpgrep-v2"
      ],
      "status": "active",
      "title": "warpgrep",
      "url": "https://www.morphllm.com/products/warpgrep"
    }
  8. compact · morph-quests · 2026– (approximate)

    Original location · source-c2786baedb0aadf7c47e · source-395e959b82620f58f28d · source-bc7b3c21acf2e58403d2

    Original structured fields
    {
      "dates": "2026–",
      "detail": "compact / flashcompact — verbatim context compaction at a claimed 33,000 tok/s with a 1m context and 50–70% reduction. the spec also appears as 3,300+ tok/s on another page — the inconsistency is documented.",
      "id": "qst-compact",
      "owner": "company",
      "sourceIds": [
        "src-ci-morph-compact-product",
        "src-ci-morph-compact-docs",
        "src-ci-morph-compact-blog"
      ],
      "status": "active",
      "title": "compact",
      "url": "https://www.morphllm.com/products/compact"
    }
  9. glance · morph-quests · 2026– (approximate)

    Original location · source-c08a8b16f7b31cc25f7d · source-903731cbc574ccd65aa9

    Original structured fields
    {
      "dates": "2026–",
      "detail": "glance — ai testing your pr, videos embedded in github, powered by morph-computer-use-v0. launched on show hn february 2026 to 35 points — the best-received post-launch submission.",
      "id": "qst-glance",
      "owner": "company",
      "sourceIds": [
        "src-hp-hn-glance",
        "src-hp-blog-browser-verif"
      ],
      "status": "active",
      "title": "glance",
      "url": null
    }
  10. reflexes · morph-quests · 2026– (approximate)

    Original location · source-ebb952c8318ffc97c3d6 · source-57c49bbe8f49ec18f7ba

    Original structured fields
    {
      "dates": "2026–",
      "detail": "reflexes — multi-head classifiers running on agent traces, a claimed <30ms inference and 'four or 100 reflexes add less than 2ms.' bhakta's tesla data-sampling experience pointed at agent-trace signals.",
      "id": "qst-reflexes",
      "owner": "company",
      "sourceIds": [
        "src-hp-hn-reflexes",
        "src-ci-morph-reflex-blog"
      ],
      "status": "active",
      "title": "reflexes",
      "url": null
    }
  11. inline edit and the tab api · morph-quests · 2025 (year)

    Original location · source-9fa9b41c17712037564e

    Original structured fields
    {
      "dates": "2025",
      "detail": "the inline edit model and the tab api — announced at launch (a sub-500ms next-edit predictor in private beta) and never seen publicly again. no release evidence found; likely folded into the suite or quietly dropped.",
      "id": "qst-tab-inline",
      "owner": "company",
      "sourceIds": [
        "src-hp-hn-launch"
      ],
      "status": "ended",
      "title": "inline edit and the tab api",
      "url": null
    }
  12. the prs that didn't land · morph-quests · 2025 (year)

    Original location · source-9f0b1d08eed8025e2ec4 · source-f637bf58c489353dc256

    Original structured fields
    {
      "dates": "2025",
      "detail": "the integrations that didn't land — cline pr #3950 closed unmerged in july; roo code issue #7206 closed without implementation. some maintainers prefer built-in search/replace or an in-house apply; the founder-submitted pr doesn't always convert.",
      "id": "qst-rejected-integrations",
      "owner": "company",
      "sourceIds": [
        "src-hp-gh-cline-pr",
        "src-hp-gh-roo-issue"
      ],
      "status": "ended",
      "title": "the prs that didn't land",
      "url": null
    }
  13. the community plugins · morph-quests · 2025– (approximate)

    Original location · source-66dd13d8e34d22380fcf · source-bef034937f940cd37ab3

    Original structured fields
    {
      "dates": "2025–",
      "detail": "the community shelf — @f97/opencode-morph-fast-apply on npm and a grok-cli integration, both third-party and reported rather than verified.",
      "id": "qst-community-plugins",
      "owner": "community",
      "sourceIds": [
        "src-hp-npm-opencode",
        "src-ci-grok-cli"
      ],
      "status": "continuing",
      "title": "the community plugins",
      "url": "https://www.npmjs.com/package/@f97/opencode-morph-fast-apply"
    }
side quests · Soulscrape