Enforcing deterministic network standards across a 1,000+ device fleet (interfaces, hostnames, VTI tunnels, ACLs) with Agentic AI (ai-ops)โwithout ever letting an LLM wing a live config commit. ๐งต๐
3/ Two-Tier Sub-Agent Architecture + Hard Safety Gates:
A <40k-token Orchestrator dispatches disposable worker sub-agents per site/rack (~80% less tokens, zero context rot). Every change stages a candidate Before/After diff requiring Human Approval.
The result: multi-quarter manual cleanups are now a continuous, self-auditing pipelineโturning `show interface status` across 1,000+ devices into a living diagram.
Full architectural deep dive on LinkedIn: linkedin.com/feed/update/urnโฆ
#NetDevOps #AgenticAI #SRE
๐ ๐ช๐ฒ๐ฒ๐ธ๐น๐ ๐ฆ๐๐ฎ๐๐๐: ๐๐ฎ๐น๐น๐ผ๐๐ฒ๐ฒ๐ป ๐๐ฑ๐ถ๐๐ถ๐ผ๐ป ๐
While mortals stocked up on fun-size candy, Network Engineering spent the week performing dark-arts routing rituals & firewall exorcisms in the packet catacombs.
A spooky thread ๐งต๐ (1/5)
๐ง ๐๐๐ฟ๐๐ฒ ๐ผ๐ณ ๐๐ต๐ฒ ๐จ๐ป๐ฑ๐ฒ๐ฎ๐ฑ ๐ฆ๐๐ถ๐๐ฐ๐ต
Cornered a possessed rack switch that refused packets after midnight. Administered a direct 9600-baud serial-console exorcism & restored full link aggregation across the crypt. (4/5)
James Gomez retweeted
๐บ๐ธ Even with the world on fire, foreign investors are piling into U.S. Treasuries like never before.
May saw another $18B flood in, pushing the total to a staggering $9.37T, second-highest ever.
In just the last year, thatโs a whopping $549B surge.
Japan dialed back slightly, but the UK smashed its own record, China slowly added more, and the big financial hubs just hit an all-time peak.
This is huge. Even during Middle East wars, trade fights, and endless de-dollarization chatter, the dollar and U.S. debt are still the global safety net.
Strong demand keeps borrowing costs down, props up markets, and gives Washington serious leverage on the world stage.
Investors are quietly betting on Americaโs stability, no matter how chaotic things look.
Source: @KobeissiLetter / Writer: Lucas
James Gomez retweeted
๐จ๐บ๐ธ ICE RELEASES VIDEO OF KILMAR ABREGO GARCIA ARREST
ICE has released footage of agents arresting Kilmar Abrego Garcia, who is accused of domestic violence and alleged ties to MS-13.
Kilmar Abrego Garcia was taken into custody in Baltimore during an immigration check-in, but a federal judge later blocked his deportation, for now.
The Trump administration says it intends to deport him to Uganda, while his lawyers fight the move in court.
Source: @EricLDaugh, NBC
๐บ๐ธ MARYLAND MAN FACES DEPORTATION TWIST: FROM EL SALVADOR TOโฆ UGANDA?
Kilmar Abrego Garcia, a longtime Maryland resident who was mistakenly deported to El Salvador in March, surrendered to ICE in Baltimore this morning after officials bizarrely warned he could be shipped to Uganda next.
Before walking into the field office, he told supporters,
โLove will trump.โ
His lawyers say that unless he agrees to plead guilty to smuggling charges, he could be deported within days.
Source: Fox News
If you haven't acted on $alien yet - you should probably look into them. At current price nowhere near $grail Camelot DEX mcap - I like this new play!
I'm registered for OG of @HallowsFinance:
The leading highest APY, auto-staking and compounding Defi Protocol on #Arbitrum
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James Gomez retweeted
๐งตLet's dive into the Skull Order Ecosystem by @CraniumExchange on $FTM
Comprised by 2 DEXs with different purposes and a stable coin de-peg insurance protocol, the ecosystem shares a single token across all projects that makes them interconnected and allows for interactions to
I just voted "Accept." on "Umami DAO Proposal #1: Instatement of Core Contributors and Tokenomics Solidification" snapshot.org/#/umamidao.eth/โฆ Umami DAO @SnapshotLabs