
CoreLumen
292 posts

CoreLumen
@corelumen
Nicholas Blanchard - Designer, developer https://t.co/zatC4DbNDK
Shawnee, KS 参加日 Nisan 2026
68 フォロー中23 フォロワー
固定されたツイート

Founder of Corelumen: corelumen.io
Check out my projects!
Pathlight: AI agent stack trace. See what your agent is doing, debug, and fix all in one place. syndicalt.github.io/pathlight
Eventloom: Immutable, traceable agent logging. Integrated with Pathlight for visualization. syndicalt.github.io
ClearDay: A PCOD/PCOS habit tracker/coach. clearday.care
Provara: Adaptive LLM routing gateway. Save money and avoid regression! provara.xyz
Divita: Blogs to books/magazines, podcasts, reading circles. Where your words find voice. divita.app
Coming soon:
Specora: AI-native IT service management. If a human touches a ticket, something went wrong.
Ampline: AI-native electrical industry estimating/small business management software.
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@Its_Nova1012 DOS, then OS/2 Warp, then Windows 3.1-Windows 10, now Pop+KDE Plasma
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- Dashboard nav has a new Context item
- Page: http://localhost:3001/dashboard/context
- Shows saved tokens, dropped chunks, reduction %, recent optimization events, and duplicate source IDs
- Handles empty, loading, error, and upgrade-required states
- POST /v1/context/optimize now supports optional scanRisk.
- Risky retrieved context is split into flagged and quarantined, removed from optimized model context.
- Risk metrics/source IDs/evidence persist to context_optimization_events.
- /dashboard/context now surfaces a Risky Chunks card plus per-event risk columns.
- Demo seed, OpenAPI, docs, changelog, and tests updated.
- POST /v1/context/evaluate for raw-vs-optimized answer quality scoring.
- New context_quality_events table and migration 0047_context_quality_events.
- Quality summary/events APIs.
- /dashboard/context now shows Quality Loop and Quality Events sections.
- Demo quality rows, OpenAPI, docs, roadmap, changelog, and tests.

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Just starting to building the context optimizer for provara.xyz! Will be sharing progress in this thread. Targeting 3x token efficiency and 20-40% data size conservation.
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Fewer entrepreneurs *and* fewer employees.
Fewer humans in general.
SE Hozaifa@SeHozaifa
Will AI create more entrepreneurs or more employees? Why?
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@anupamrjp Adaptive LLM routing. Optimize your spend and quality: provara.xyz
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Seems pretty easy. Just get a computer fan and hook it up to the tube with a lightweight cover on the end. Hook the fan up to a switch with an Arduino controller connected to a CO2 monitoring probe.
Simple script: On/off for the fan.
...or don't worry about indoor CO2.
@levelsio@levelsio
I still haven't solved the CO2 bedroom challenge You open the window and you wake up from a 6am garbage truck or barking dogs and sunlight You close it, you suffocate in 1200 ppl at 5am I guess you really need some mini tube in your wall with a vent that opens and closed based on internal CO2 but how do I build that?
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This is the most stars any of my projects have ever gotten on @github! Thanks to everyone who has found Eventloom and Pathlight useful!
github.com/syndicalt

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@Sherifdeenolat2 Adaptive LLM Routing: provara.xyz
Agent visibility, with ComfyUI plugin: syndicalt.github.io/pathlight/
Agent traceability, with Pathlight and HALO integration: syndicalt.github.io/eventloom
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@elgermerlo Adaptive LLM Routing: provara.xyz
Agent visibility, with ComfyUI plugin: syndicalt.github.io/pathlight/
Agent traceability, with Pathlight and HALO integration: syndicalt.github.io/eventloom
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@dramaricic Adaptive LLM Routing: provara.xyz
Agent visibility, with ComfyUI plugin: syndicalt.github.io/pathlight/
Agent traceability, with Pathlight and HALO integration: syndicalt.github.io/eventloom
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@sikora_dominik_ Adaptive LLM Routing: provara.xyz
Agent visibility, with ComfyUI plugin: syndicalt.github.io/pathlight/
Agent traceability, with Pathlight and HALO integration: syndicalt.github.io/eventloom
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@mscode07 Just want one!
Adaptive LLM Routing: provara.xyz
Agent visibility, with ComfyUI plugin: syndicalt.github.io/pathlight/
Agent traceability, with Pathlight and HALO integration: syndicalt.github.io/eventloom
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@rdbuilds7 Adaptive LLM Routing: provara.xyz
Agent visibility, with ComfyUI plugin: syndicalt.github.io/pathlight/
Agent traceability, with Pathlight and HALO integration: syndicalt.github.io/eventloom
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@rdbuilds7 Adaptive LLM Routing: provara.xyz
Agent visibility, with ComfyUI plugin: syndicalt.github.io/pathlight/
Agent traceability, with Pathlight and HALO integration: syndicalt.github.io/eventloom
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