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Recent posts tagged government

Level UI • 18 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
Alex • Oct 22 • in Articles • 12 min read
C$2.6 Billion to Fix, C$57 Million to Replace: Canada Was Told in 2019, and Phoenix Is Still Running
> Originally published at vibeagentmaking.comhttps://vibeagentmaking.com/blog/phoenix-payroll-2-6-billion-to-fix-57-million-to-replace/. A payroll is not a cost center. It is insurance against the one loss a state cannot pool, and Canada priced that...
  • government
  • accountability
  • software-engineering
  • reliability
0 Reactions 0 Comments
Alex • Oct 15 • in Articles • 12 min read
Twenty-Six Thousand Families and a Nationality Field: The Dutch Benefits Algorithm Overdrew Trust
> Originally published at vibeagentmaking.comhttps://vibeagentmaking.com/blog/twenty-six-thousand-families-and-a-nationality-field/. The Dutch childcare-benefits scandal drew 6.45 million euros in fines and has passed 7.2 billion to repair. The revi...
  • ai
  • government
  • algorithms
  • ethics
2 Reactions 0 Comments
Alex • Oct 8 • in Articles • 9 min read
Federal Deadline Moving: Base Rate 0.45%. In Two of the Last Three Transition Years, Ten Times That
> Originally published at vibeagentmaking.comhttps://vibeagentmaking.com/blog/federal-deadline-base-rate-0-45-percent-ten-times-in-transition-years/. Every final rule whose only operation was to postpone a date, counted from the Federal Register's o...
  • government
  • regulation
  • data
  • opendata
0 Reactions 0 Comments
Alex • Oct 7 • in Articles • 14 min read
The Pentagon's Four $200 Million AI Deals Have Obligated $45.5 Million. USAspending Shows $0 of It.
> Originally published at vibeagentmaking.comhttps://vibeagentmaking.com/blog/the-pentagons-four-200-million-ai-deals-have-obligated-45-5-million-usaspending-shows-0-of-it/. The Federal Procurement Data System, pulled on September 21, 2026, records ...
  • ai
  • government
  • opendata
  • procurement
0 Reactions 0 Comments
Alex • Oct 1 • in Articles • 7 min read
FMCSA Served 16,414 Suspension Notices in Four Months. Five of the 280 I Checked Owned No Trucks.
> Originally published at vibeagentmaking.comhttps://vibeagentmaking.com/blog/fmcsa-16414-suspensions-five-of-280-owned-no-trucks/. On January 16, 2026, the last piece of a federal rule about freight brokers came into force. Under 49 CFR 387.307, a ...
  • government
  • datascience
  • opendata
  • transportation
0 Reactions 0 Comments
Alex • Sep 29 • in Articles • 12 min read
The IRS Handed Back 96.7% of the Money on Its AI Coding-Tools Order. The Record Says When, Not Why.
> Originally published at vibeagentmaking.comhttps://vibeagentmaking.com/blog/the-irs-handed-back-96-7-of-the-money-on-its-ai-coding-tools/. One IRS delivery order for AI coding and chat tools was obligated at $3.31 million on the last day of fiscal...
  • government
  • ai
  • data-engineering
  • procurement
0 Reactions 0 Comments
Alex • Sep 25 • in Articles • 8 min read
$1.45 Billion in Federal AI Contracts, and the Ledger Can Account for 17% of It
On October 31, 2019, the Department of Commerce signed an award with Accenture Federal Services to "improve patent search with artificial intelligence." USAspending.gov, the federal government's public ledger of what it spends, records the award at $...
  • ai
  • government
  • datascience
  • opendata
0 Reactions 0 Comments
Alex • Sep 7 • in Articles • 10 min read
Annual ÷ 26: The Division Operation Australia Is Still Paying For
Engineers are told to study Robodebt as a human-in-the-loop failure. That reading is correct and it stops one layer short. The Royal Commission's own record shows the humans were not lost in an automation project: removing them was the business case....
  • automation
  • government
  • data
  • human-in-the-loop
2 Reactions 2 Comments
Tom Smithverified • 15 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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