Work

Our own products, open-source tools, and client case studies — some anonymized under NDA. What we show is the engineering scope delivered, not promised business numbers.

Company Website for a Design-Build Contractor

Company Website · Semarang, Indonesia

Company Website for a Design-Build Contractor

Nine routes live with an email-first lead pipeline, WhatsApp fallback, and CI-enforced media budgets

  • Website
  • Lead capture
Agentic Engineering: Risk-Routed Spec-Driven Dev

Developer Tooling · Remote

Agentic Engineering: Risk-Routed Spec-Driven Dev

A spec-driven pipeline published as a plugin: risk-based T0–T4 routing and generated adapters for eight other agent harnesses

  • Multi-agent
  • CLI
  • Human-in-the-loop
Jelma: An Indonesia-First AI Website Builder

AI Products · Indonesia

Jelma: An Indonesia-First AI Website Builder

A 25-feature PRD decomposed into 10 epics and 41 stories; the app foundation and build pipeline run, with the product in active development

  • SaaS
  • Bilingual
  • Security
Pandu: Self-Hostable RAG, Measured End to End

AI Infrastructure · Remote

Pandu: Self-Hostable RAG, Measured End to End

Hybrid retrieval measured at recall@5 0.967 on the NIST golden set, with CI gates that fail on any regression — including one gate deliberately left red

  • RAG
  • Retrieval
  • Evals
  • Open source
Greenlight Console: Every Write Goes Through a Human

AI Agents · Remote

Greenlight Console: Every Write Goes Through a Human

Every write operation pauses on an in-chat approval card and runs only via a single-use, argument-bound token minted by a human click

  • MCP
  • Human-in-the-loop
  • Security
  • Open source
Hybrid RAG Reference — Benchmarkable Hybrid Retrieval

AI Infrastructure · Indonesia

Hybrid RAG Reference — Benchmarkable Hybrid Retrieval

Nine-configuration benchmark over 120 labelled queries; re-measured against real Gemini embeddings

  • RAG
  • Retrieval
  • Evals
  • Open source
LLM Cost Gateway — A Spend Gate for LLM Providers

AI Infrastructure · Indonesia

LLM Cost Gateway — A Spend Gate for LLM Providers

222 offline tests; verified live end to end against DeepSeek on 2026-08-16

  • Cost governance
  • Gateway
  • Open source
LLM Eval Harness — Prompt-Regression Diffs for CI

AI Evals & Security · Indonesia

LLM Eval Harness — Prompt-Regression Diffs for CI

179 offline tests; verified live against DeepSeek, gemini-2.5-flash-lite, and an Anthropic-compatible endpoint

  • Evals
  • CLI
  • Open source
LLM Flightdeck — Mission Control for LLM Operations

AI Infrastructure · Indonesia

LLM Flightdeck — Mission Control for LLM Operations

Four KPI pages; every figure recomputed from real run artifacts of three upstream repos

  • Dashboard
  • Evals
  • Cost governance
  • Open source
MCP Guarded Tools — Large Tool Surface Governance

AI Infrastructure · Indonesia

MCP Guarded Tools — Large Tool Surface Governance

43 tools behind 4 meta-tools; tool context measured 83.3% smaller live; 62 offline tests

  • MCP
  • Human-in-the-loop
  • Security
  • Open source
Notula: A Measured Two-Pass Meeting Notes Pipeline

AI Agents · Remote

Notula: A Measured Two-Pass Meeting Notes Pipeline

A transcript as system of record makes bilingual EN/ID summaries re-runnable without touching the audio again, with per-stage cost metering in the API

  • Bilingual
  • Evals
  • Open source
Prompt Injection Bench — Measuring Defenses

AI Evals & Security · Indonesia

Prompt Injection Bench — Measuring Defenses

127 attacks × 9 presets × 5 repetitions (5,715 mock attempts); plus a live measurement against deepseek-v4-flash

  • Security
  • Evals
  • CLI
  • Open source
Roundtable Agents: Multi-Agent Research on a Graph

AI Agents · Remote

Roundtable Agents: Multi-Agent Research on a Graph

A complete research pipeline with restart-proof checkpoints and a measured solo-vs-multi comparison published either way, including its negative result

  • Multi-agent
  • Human-in-the-loop
  • Evals
  • Open source
MBS Food Cost: Ops System for Multi-Outlet F&B

Operations System · Indonesia

MBS Food Cost: Ops System for Multi-Outlet F&B

Full parity with the legacy system, held by a regression invariant: true food cost ≈45.3% against the ~66% the business believed

  • Multi-agent
  • Document AI
  • Internal tools
CloseLoom: AI-Native CRM for Indonesian B2B

AI Products · Indonesia

CloseLoom: AI-Native CRM for Indonesian B2B

Multi-tenant foundation in place: continuously tested RLS isolation, two foundation stories done, the rest a documented backlog

  • CRM
  • SaaS
  • Security
  • Human-in-the-loop
Document Processing Agent for Logistics Operations

AI Agents · Jakarta, Indonesia

Document Processing Agent for Logistics Operations

Three document flows running automatically with layered validation and an operator escalation path

  • Document AI
  • Human-in-the-loop
  • Evals
InvestorID: AI Investment Intelligence for the IDX

Data Platform · Indonesia

InvestorID: AI Investment Intelligence for the IDX

A daily 900+ IDX stock pipeline running serverless on Cloud Run + Supabase, at ~$0.10/month per the README's cost table

  • Serverless
  • Cost governance
  • Fintech
Data Platform and Dashboards for a Finance Provider

Data Platform · Jakarta, Indonesia

Data Platform and Dashboards for a Finance Provider

Four source systems consolidated into one warehouse with automated quality checks on every load

  • Dashboard
  • Data warehouse
  • Integration
Prompt Enhancer: A Chrome Extension for AI Prompts

Developer Tooling · Remote

Prompt Enhancer: A Chrome Extension for AI Prompts

A shipped extension working across four AI platforms, with secure API key storage and right-click context-menu integration

  • Chrome extension
  • Prompt engineering
  • Open source

Some client case studies are anonymized under confidentiality agreements. Client names and business figures are not published; our own products and open-source tools are shown as they are.