Business updates, company milestones, and investor content.
Next to the dead safety check we fixed this week sat a quieter problem: 134 lines of code that could not execute, and had not for some time. The routine that submits a research job ended with an unconditional return — it handed control
Read story
A guard that cannot fire is not a weak guard. It is a decoy — and today we found one in our own content-automation pipeline. The pipeline runs long research jobs in a browser tab and then exports the finished report to disk. Between
Read story
A builder-in-public field note on wiring ChatGPT and Gemini as tool-connected workers in a real browser tab — why Gemini complied, why the ChatGPT account refused, and why framing decides everything.
Read story
An AI agent can pass every eval and still take an action it was never allowed to take. Permission drift is a control-plane failure, not a model failure. Here is the fix.
Read story
A builder-in-public story about replacing tool-reported success with independent live-page, archive, image, and signature proof in Skynet.
Read story
An autonomous AI operator that researches, writes, generates media, and publishes end-to-end, then refuses to call anything done until an independent gate confirms it.
Read story
A Skynet field note on why production AI agents need reliability contracts: idempotency, retries, traces, scoped tools, evals, and bounded blast radius.
Read story
Region-Targeted Capture, Structural UI Automation, Semantic Navigation, and Accessibility-Tree Compression Independent Research -- June 2026 Project: ScreenMemory — an autonomous desktop agent perception stack | Benchmarks: Independent reproduction scripts available on request Abstract Autonomous desktop agents remain far below human performance on real-world operating-system
Read story
Published: March 18, 2026 • Part of the Philippine Food Price Prediction series This post documents the upgraded system as deployed on March 18, 2026. System Overview (March 18, 2026) The upgraded Philippine Food Price Prediction system is a multi-model ensemble analysis with real-time
Read story
A comprehensive analysis using Random Forest regression and PyTorch neural networks on World Food Programme price monitoring data across 17 Philippine administrative regions The Philippine Food Security Challenge The Philippines faces a uniquely precarious food security position. As a nation of over 115 million
Read story
From zero to 16,960 unique visitors in 30 days using AI-powered WordPress. 91 articles, 24 topic clusters, and a custom plugin — here's how we built it.
Read story
Chat with us