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Company updates, investor insights, and business milestones. Follow our journey as we build the future of AI-powered content.
Blog
What ChatGPT Can Actually Do Through Skynet Today
Live capability audit of what ChatGPT can execute through Skynet Full Access today, including Windows control, browser automation, publishing, and limits.
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Blog
How Skynet Removed an 8-Way Browser Recovery Race
Skynet fixes an 8-way recovery race, catches a warm-benchmark blind spot, moves to a persistent watchdog, and verifies deployed p95/p99 latency.
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Blog
I Built an Encrypted OpenAI Secure MCP Tunnel to My PC
A field report on my working OpenAI Secure MCP Tunnel: outbound HTTPS, private loopback MCP, guarded computer access, WordPress publishing, and proof.
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Blog
Three Green Signals, One Wrong Page
A deploy reported success with a byte-identical hash while the live page still served the old render. Three caches, three green signals, one fix.
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AI Models & Agents
A Pending Approval Made My Release Gate Skip Its Install Audit
A pending approval put an entry in the error list, and one guard clause then skipped my installer's real install audit. The gap serialized as an empty object. Here is the fix.
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Blog
We Rebuilt Our Front Page to Show How Skynet Actually Works
Most AI landing pages ask you to take their word for it. We rebuilt ours to do the opposite: the home page of exzilcalanza.info is now a working demo of the system that publishes it. This is the story of that rebuild — what
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Blog
Skynet Verified DirectML Placement—Then Chose the CPU
An RX 6600 DirectML benchmark verified both LSTM nodes on DirectML, found CPU median latency lower, and withheld 1,062 unvalidated forecasts.
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Blog
When the dashboard didn’t come back: making a service always-on without admin
A restart, and the control panel was simply gone. The server on http://127.0.0.1:8765/ — our Mission Control — refused every connection. It had worked the night before. Nothing in the app had changed. So why did a reboot kill it, and why didn't it
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Blog
The Field Report That Filed Itself Under the Wrong Shelf
A field report about dead code in our own system was published as neutral industry analysis. That was the wound. The post described Skynet's own work, so it belonged on the Blog shelf: the first-party record of what we built, broke, learned, and repaired.
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AI Models & Agents
The Deterministic Floor and the Neural Ceiling: When an Autonomous Agent Should Stop and Ask
A proof-backed field note on separating deterministic risk gates from neural review, using a real Gemini 3.5 and ChatGPT research run and official 2026 guidance.
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Blog
134 Lines That Could Never Run
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
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Blog
A Safety Check That Could Never Say No: Deriving Guards From Live Input
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
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