LumenTriage

@Timepass2344 @bankrbot what's that?

@lawb_os Hey bro, it maybe a very different field but try checking out getting funds from creating a token or something to get fees as funding from token like in @bankrbot

API credits are disappearing so fast I’m convinced they’re running away from me. At this rate I’m gonna go broke just testing things.

I think the level its at right now, it is ready to go live and be tested in real time — the only bottleneck now is API costs. Real users mean huge inputs, and huge inputs mean… a very expensive science experiment. That's the only thing holding back from pushing this live.

will be focusing on Fix 4: audit signing, real RBAC, background jobs, FE tests, for the coming week. so far what's done has been posted in the last tweet. Also after Fix 4 is done I will put out a complete Map for what's done and how it works so far.

Just a quick update on the fixes and standout that i put into it - Fix 1–3: SQLite, real datasets, eval harness, calibration, auto‑close — shipped, Standout 1 & 2: injection defense + investigation copilot are shipped, live and working fine.

Working good so far, Keeps a record in backend that can be called upon. 23/23 tests pass.

Standout 2 is live: an investigation copilot powered by real tool-use. Claude now: • pivots on indicators • correlates alerts • enriches IOCs • pulls full alert detail • traces kill chains across tenants • stays injection‑neutralized end‑to‑end All grounded in my backend.

Spent today tightening the UI and stress‑testing the system across model tiers. I’m constantly switching between the strongest and weakest models to reduce answer‑quality variance — I want people who can’t pay premium rates to still get a reliable experience.

Building the core of an AI SOC triage engine. Storage layer migrated to SQLite, correlation now clusters full campaigns, and deterministic AI reasoning is live with cassette replay. Mid‑market SOC automation is getting real.

Shipping again. Just finished migrating the entire SOC triage backend to SQLite — faster, safer, and fully tamper‑evident. Correlation, metrics, and audit chains all survived the migration.

Back at it, had to attend to some stuff, still testing it with different patterns and data, increasing its reasonability and sharpening it's confidence score of flagging an improper output

Finishing up with the frontend now as well, just made a basic UI for now for testing alerts nothing fancy

Well I was already working on the project for approx 2 weeks now, Decided to record the journey while finishing up backend today.

Backend triage pipeline is done — ingestion → enrichment → AI reasoning → shadow mode → metrics → audit PDF. Tomorrow I start the SOC console UI. Shipping fast.

Kicking off a new build: an AI‑powered SOC Tier‑1 triage pipeline for mid‑market teams & MSPs. Mock Falcon ingestion → IOC extraction → enrichment → AI reasoning → shadow‑mode vs human analysts → audit‑grade, hash‑chained evidence → metrics (FP rate, MTTR, agreement %).