The model can ask; the customer decides: building a guarded AI banking agent
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Design trade-offs from building an AI banking agent on MCP that can't move money without the customer, and how it held up against 50 scripted attacks and an adaptive LLM red team.#ai #security #java #aws #software #coding #development #engineering #inclusive #community
The model can ask; the customer decides: building a guarded AI banking agent -
SA premier refers $15b project to ICAC over bikie 'infiltration' fears
Fears of outlaw bikie involvement in South Australia's biggest infrastructure project prompt the premier to ask SA's corruption watchdog to investigate.
#AntiCorruptionAgencies #Corruption #OrganisedCrime #StateandTerritoryGovernment #Roads
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We handed two agents two repositories neither had ever seen and let them deploy, with nobody to ask. Both got there. Then we counted what broke.#ai #devops #agents #cloud #software #coding #development #engineering #inclusive #community
Two strangers' repos, deployed by agents, unaided -
RE: https://infosec.exchange/@hatr/117503061944714787
“Some of the people being hanged in Iran on accusations of being Mossad agents — I have to ask who they are,” he said. “They tell me, ‘Listen, we don’t know either.’”
I was under the impression that collateral damage is not deliberate.
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💔😭 Every empty plate is a heartbreak. My children, Jouri and Hamza, don’t ask for toys or gifts—they just want food to stop the pain of hunger. And I, their mother in Gaza, have nothing to give them.
@Gustodon @delsaulnier @gergelyorosz @shadowserver @harrysentonbury @Testoceratops @Pine_Affinity @DrSprockets @GreyElm @lisagetspolitik @Gardeniaabyss @mutualaid -
We're finally at the Troll fight in Harry Potter and the Sorcerer's Stone Will Younger Bro struggle with it? Well of course, he's Younger Bro. Why would you ask that...? #PS2 #ElectronicArts #HarryPotter #WizardingWorld #SorcerersStone #ActionAdventure #SundayGaming #TBGN
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6pm Sunday: New Music & Scottish Albums Chart show
Radio Jammor is on the air...
Broadcasting from #Scotland
https://radiojammor.com
Ask Alexa to play Radio Jammor (UK Only)
#Music #NewMusic #Radio
#Scottish #ScottishMusic -
NEW Rainbow Snippet from Jewel Cave!
Read a sneak peek now: https://www.elizabeth-noble.com/thoughts-and-things-blog/rainbow-snippets-10252026
Ask your library for the eBook today!
#LGBTQThriller | Hurt/Comfort | Kidnapped! | MM Romantic Suspense | Kindle Unlimited |
#mmromance #mmromanticsuspense #gaythriller #KindleUnlimited #kidnapped #elizabethnoble #CirclesMysterySuspense #mmhurtcomfort #glbtqromance #gayromance @mmromance @mmbookstodon @diversebooks @lgbtqbookstadon
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RE: https://mastodon.social/@ellespeaks/117487352623348826
Stalled day 11‼🚨
Really needing supportMom cant help at all, shes been too sick to do her gig work + other family members are ableist/homophobic so i cant ask them unfortunately
I really appreciate any help. Even $5 goes a long way
Tysm 💞V: d_fay
P: peach77Tags:
#mutualaid #MutualAidSavesLives #MutualAidRequest #disabled #disabledartist #DisabilityCrowdfund #crowdfund #lgbtq #queer #gay #poverty #artist #catmom @[email protected] @[email protected] @disabledvoices @disability @lgbtq @queer #help #spoonie -
Time to do the #My9Albums thing. For 6 of them, there's a slew of worthy rivals omitted, stunning works of #music that shaped me. If you ask me again tomorrow, and those 6 might change.
But for the first 3, there is no contest. Esp #1, #Horslips "Drive the Cold Winter away".
And if I really had to choose 1 track: Planxty Sir Festus Burke.
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☁️🌈☁️🪽😇🪽🕊️✝️👑💦🌊🤽🏿♀️💒🛐🫂👐🫶🏩🌪️🍥🌀🥴🫧🆘😵🌊🐳🐋🪼🦑🐟🤔❓🕊️✝️👑🌏🌐🩵💁🏼*[DEAR BELOVED FRIENDS!*SOMETIMES PEOPLE WONDER WHAT FAITH IS?❓*& WHY PEOPLE HAVE FAITH?❓*& AS A YOUNG WOMAN I USE TO ASK GOD REPEATEDLY HOW DO I KNOW IF I HAVE ENOUGH FAITH?❓🤔 👉
(Hebrews 11:1-3)
#GOD #Christ #Jesus #Holy #Spirit #Savior #Light #World #Pray #Believe #Christian #Heaven #Hope #Peace #Truth #Goodness #Love #Faith #Means #being #sure #about #what #we #hope #for #being #convinced #about #things #we #do #not #see -
"AI may be a great calculator, but in business, intelligence is mostly judgment. Judgment depends on context, and the answer varies with which human or which model you ask. Perhaps most importantly, AI does not understand accountability, trust, culture, unwritten rules, ethical trade-offs or fairness, all of which shape reputational risk and ultimately drive revenue growth and profit margins."
https://www.apollo.com/wealth/insights-news/insights/daily-spark/no-signs-of-ai-payoff-outside-the-tech-sector#Tech #AI #Business #Technology #Culture #Ethics #News #US #USA
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CW: sweet sensuality, you may fall in love
Having a good Sunday so far or can I help you improve your day and mood? 🩷
https://fansly.com/fairyelfie ask me in DM for the special content 💕
#sensual #sensuality #sensualphotography #sensualidad #sexy #sexygirl #sexywoman #feet #barefoot
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RE: https://mastodon.social/@RonSupportsYou/117501514194532690
For people in Ohio considering to vote for Ramaswamy, this free link.
Ask yourself if you want to have such a person as the governor for your children. As somebody they have to look up to.
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It is ironic that some of the absolute worst story blurbs come from the authors themselves.
Seriously, ask your friends/beta readers/a stranger if your blurb makes them want to read the story before putting it out there. It's hard for an author to not be too close to the work and thus incapable of looking at it from the perspective of someone who knows nothing about it.
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🆕 blog! “Gadget Review: LiberNovo Omni - the USB-C powered office chair”
★★★★⯪Whenever a company asks me to review their gadgets, I always ask if it is USB-C powered. If not, I'm not interested. So, welcome to the future where your chair is USC-C rechargeable!
WHAT?!
The LiberNovo Omni looks like a standard office chair - but has two secret…
👀 Read more: https://shkspr.mobi/blog/2026/10/gadget-review-libernovo-omni-chair/
⸻
#chair #furniture #gadget #Review #USB-C -
Gadget Review: LiberNovo Omni - the USB-C powered office chair
https://shkspr.mobi/blog/2026/10/gadget-review-libernovo-omni-chair/Whenever a company asks me to review their gadgets, I always ask if it is USB-C powered. If not, I'm not interested. So, welcome to the future where your chair is USC-C rechargeable!
WHAT?!
The LiberNovo Omni looks like a standard office chair - but has two secret features.
First, is that it is exceedingly comfortable. Full foam cushions, lovely headrest, and a recline which almost gets you horizontal.
Second, it is USB-C powered. There's a small battery pack which plugs in to the chair. Why? Read on!
OK, let's start at the beginning.
Assembly
Flat-pack chairs like this are normally notoriously hard to assemble. The LiberNovo bucks that trend - not only does it include a how-to video, it prints the instructions on a MASSIVE piece of cardboard.
I'm used to peering at tiny black-and-white diagrams in a flimsy paper booklet. IKEA could learn a thing or two from this.
The screws are all labelled and a hex-driver is included. What's an even nicer touch, however, is some safety gloves:
That's the sort of thing which doesn't cost much to the manufacturer, but is such a thoughtful gesture. There's nothing too sharp as you assemble, but who wants to cover their new chair in blood, eh?
The parts come in two large boxes, but there aren't that many separate bits.
Building it took about half an hour. It's easier with a friend to help - as are most things in life - but doesn't require much skill.
Go Back To The USB-C Part Again Please?
The battery pack is a 2200mAh unit with a USB-C port to recharge. It connects in to the chair with this slightly unusual connector:
The internals of the chair have a USB-C cable to connect everything up.
LOL!
YES BUT WHY DOES A CHAIR NEED A BATTERY PACK??!?!
On the side of the left arm-rest are three buttons.
Two of them move the lumbar-support up and down. Depending on how your back is feeling and how far you are reclined, you can adjust the the back-support position.
And the 3rd button?
That's the build-in back massager, silly!
Is that useful?
Yes. Being able to instantly adjust the back support without having to twist around is fantastic, especially for those of us reaching a certain age.
The "massage" feature essentially just moves the support up and down for five minutes before returning to its previous location. When sat upright, it feels great. But the real benefit is when you're laying down.
How flat does this thing go?
160° - not quite flat, but good enough when you're taking a break from Typing Real Hard. You don't want a photo of me sprawled out, so LiberNovo have helpfully provided some stock photos of much better looking folk.
It is incredibly stable. At no point did it tip over or feel like it was going to deposit me on the floor. What really helps is the included foot stall.
No Feets On Seats
Unsurprisingly, this is not USB-C powered. A sturdy plastic footrest with a deeply padded leg rest on top.
Again, assembly was a cinch - follow the large printed instructions and clip it together. It's rated for 40㎏, so you shouldn't stand on it but it is more than enough to rest your weary legs.
Price
I hope you're sitting down for this.
Direct from LiberNovo, you can expect to pay around £700 - although there are bundles with extra batteries, the footrest, and even an eye mask which will shoot that price up. You can get the full bundle on Amazon for around £1,000.
There's two ways to look at that price. Firstly, youch. But, alternatively, that's still cheaper than a Herman Miller Aeron. And Herm's doesn't come with a built-in lumbar massage.
(There is also an upgraded version which has a built in fan under the seat. Personally, I suggest eating a healthier diet.)
I can't deny that's a chunk of change. If you're anything like me, you probably spend most of your day sat down. You might as well sit on something comfortable.
Final Thoughts
Having the back-rest adjustable via arm-rest buttons is a genius touch. I just wish it went further. I'd love a control panel (or, dare I say it, app) which let me adjust the seat height, recline, headrest position etc. Who can be bothered with fiddly manual levers when electricity can do the work for us?
Building this chair was a breeze - and it was delightful to get a pair of safety gloves with it.
The chair is extraordinarily comfortable and the back massage, while not on the level of a "shiatsu" style heated massage pillow, is delightfully pleasant. Would I lie all the way back and sleep in it? Yeah! Certainly more comfortable than an economy airline seat.
If you spend a lot of time sitting at your computer, your arse deserves something supportive. Your back deserves some love too. Yes, the USB-C power-pack is a little bit of a gimmick - but it is a hell of a good one.
In my opinion, this is worth splashing out on.
#chair #furniture #gadget #Review #USBC -
I used to treat ChatGPT like a vending machine. Need a React hook? Drop a coin. Need a PR summary? Drop another. Every ask started from zero — stack, conventions, what “done” meant — and every reply drifted a little from how we actually ship.
The waste wasn’t the tokens. It was re-explaining our frontend rules every single time, then cleaning up the same mistakes.
So I stopped pasting one-offs and started treating prompts like code: named, versioned, and checked into the repo.
One-off asks don’t compound
A throwaway chat is fine for a throwaway question. Frontend work rarely is throwaway:- “Write a Modal” without our focus-trap / Escape / return-focus rules
- “Add loading states” without our skeleton vs spinner convention
- “Review this PR” without what AI should skip vs what a human owns
- “Refactor this form” without our form library and error-message pattern
You get something that compiles. You don’t get something that matches the last three PRs. The next person (or the next you) pays the tax again.
What belongs in a prompt library
I keep a small folder —prompts/frontend/— not a novel. Each file is one job, one outcome shape.Mine look like this:
prompts/frontend/
pr-review-ai.md # what the model checks vs leaves for humans
new-component.md # scaffold + a11y buckets + token rules
design-token-change.md # changelog / RFC checklist before merge
test-plan.md # real coverage vs fake green
agent-ui-diff.md # component boundaries, no random token edits
accessible-react.md # roles / keyboard / contrast report requiredIf a prompt isn’t reused at least twice a month, it doesn’t earn a file. Sticky notes in chat stay sticky notes.
The shape every prompt gets
Same skeleton so humans and agents know where to look:# <job name>
## When to use
One sentence. If it doesn’t match, don’t force it.## Context to paste
- Framework / router / form lib (or “read from repo”)
- Design tokens source of truth
- Related golden files (paths)## Hard rules
Bullet list the model must not violate.
Prefer native HTML, keep tokens, no drive-by refactors, etc.## Output format
Numbered sections the reply must include.
Missing a section = reject the turn.## Done looks like
Concrete acceptance — not “looks good.”The “output format” line is the whole game. Models fill schemas. They invent vibes when you don’t give one.
From ChatGPT paste to agent / editor default
Once the files exist, wire them where work actually happens:- Cursor / Copilot / Claude project instructions — point at
prompts/frontend/or inline the two you use daily. - PR bot / agent — load
pr-review-ai.mdas the system brief; humans still own product judgment. - Slash or snippet —
@new-componentexpands the scaffold prompt so nobody retypes it. - CI-ish habit — if the agent reply skips a required section, treat it like a failed check and re-run with the same file.
You don’t need a fancy prompt CMS. Markdown in git is enough. Review prompt changes in PRs the same way you’d review eslint config.
A tiny migration story
Week 1 I had twelve ChatGPT threads titled “modal again.” Week 3 I had six files and deleted half the threads.What changed in practice:
- New Button / Modal / Combobox asks started from the same a11y report shape
- Token edits stopped sneaking hex literals into components
- AI PR comments stopped arguing about naming when the prompt said “leave naming to humans”
Same models. Less re-prompting. The library held the team memory the chat UI kept forgetting.
What not to put in the library
- Product pitches and marketing copy (keep prompts about shipping UI)
- One-shot debug sessions that will never recur
- Entire style guides pasted twice — link the real doc instead
- Secrets, private URLs, or customer data as “examples”
A prompt library is DX infrastructure. If it reads like a blog draft, move it to the blog.
Start with three, not thirty
Tonight, pick the three asks you keep repeating. Write each as one markdown file with When / Rules / Output / Done. Drop them in the repo. Point your editor agent at that folder.Next time you open a blank ChatGPT box for a frontend task, open the matching file instead. Paste once. Reuse forever. That’s the whole upgrade — from one-off asks to a library your future self (and your agents) can actually find.#frontend #ai #dx #productivity #software #coding #development #engineering #inclusive #community
From One-Off ChatGPT Asks to a Reusable Frontend Prompt Library -
How to Use AI Agents for Personal Finance and Wealth Building: The Master of Coin Guide (2026)
Why Most People Use Artificial Intelligence Backwards (And How to Fix It)
Every day, millions of people open an AI chat window and ask the wrong question: "What stock should I buy today?" or "How do I get rich quickly with AI?" They treat artificial intelligence like a carnival oracle, hoping a single prompt will absolve them of the discipline required to build wealth. When the oracle gives them generic, recycled advice, they walk away convinced that AI is overhyped.
The divide between those who build sovereign wealth in the coming decade and those who remain trapped in financial noise comes down to a single shift: moving from passive AI chatbots to autonomous AI agents.
According to Backbase’s 2026 AI in Wealth Management analysis, while 95% of financial institutions have experimented with generative AI, only 27% report substantial impact because most remain stuck in passive chat pilots rather than deploying agentic workflows. Meanwhile, McKinsey’s 2035 Wealth Management Outlook projects that AI agents and intelligent automation will form the operational backbone of modern wealth management—delivering an estimated 30% to 40% productivity leap in portfolio intelligence and financial research.
You no longer need a Wall Street family office to command that same operational backbone. In the philosophical framework of The Philosopher King, your mind is the fifth-dimensional architect, and AI agents are four-dimensional force multipliers. Here is the step-by-step guide to building your own autonomous AI agent workflow to master your coin, reclaim your time, and eliminate emotional financial mistakes.
Step 1: Shift from Single Prompts to a Multi-Agent Financial Council
A chatbot waits for you to ask a question and gives you a single stream of text. An AI agent is given an objective, access to real-world tools (such as web search, financial data APIs, and spreadsheets), and the autonomy to break a complex goal into sequential steps.
When managing your personal treasury—what we call the discipline of the Master of Coin—relying on a single AI persona creates blind spots. Instead, structure your workflow as a three-agent council built on deliberate discipline (the meticulated kind):
- The Intelligence Scout (Macro and Fundamental Research Agent): Configured to scan earnings transcripts, SEC filings, macroeconomic liquidity trends, and sector developments on a recurring schedule, distilling hours of noisy financial media into a five-minute first-principles brief.
- The Treasury Comptroller (Cash-Flow and Allocation Auditor): Tasked with auditing your monthly burn rate, identifying recurring subscription bloat, tracking your savings velocity, and calculating whether your actual asset allocation matches your target risk profile.
- The Red-Team Adversary (Risk and Pre-Mortem Agent): Programmed with a single directive: to ruthlessly challenge your investment ideas. Whenever you are tempted by market euphoria or FOMO, this agent stress-tests your thesis by finding every balance-sheet weakness, valuation risk, and macroeconomic headwind you ignored.
Step 2: Choose Your AI Agent Stack and Connect Your Financial Data
Whether you are a non-technical sovereign investor or a developer building custom pipelines, the open-source and commercial ecosystem for AI agents has matured rapidly. As documented in McKinsey’s 2026 State of AI Global Survey, agentic orchestration is now one of the fastest-scaling capabilities worldwide. Depending on your technical comfort, consider these proven building blocks:
- Model Context Protocol (MCP) for Secure Data Connections: Introduced as an open standard by Anthropic and detailed in the official Model Context Protocol documentation, MCP acts like a universal USB-C port for AI applications. It allows your AI agent to securely read local CSV exports, Google Sheets ledgers, and market data feeds without uploading your private credentials to untrusted third parties.
- CrewAI for Role-Based Financial Teams: If you want specialized agents to collaborate on a research report, CrewAI lets you define distinct roles (for example, a Fundamental Analyst Agent and a Risk Manager Agent) that hand off structured outputs to one another automatically.
- LangGraph for Stateful, Auditable Workflows: Built by the LangChain team, LangGraph models agent workflows as a stateful graph with built-in checkpointing and human-in-the-loop pauses—ideal when you want an agent to pause and wait for your explicit approval before logging or executing a decision.
- OpenAI Agents SDK and Microsoft AutoGen for Multi-Agent Debate: Using the OpenAI Agents SDK or Microsoft AutoGen, you can pit a Bull Agent against a Bear Agent on any asset class, forcing both agents to cite verifiable data until only the strongest first-principles truth survives.
Step 3: Enforce the "Human-in-the-Loop" Sovereign Rule
One of the most common questions people ask when researching AI for investing is: "Should I connect an AI agent directly to my brokerage account and let it trade autonomously?"
For the vast majority of individual investors, the answer is an emphatic no. As highlighted in Forbes Finance Council’s analysis on AI agents in finance and McKinsey’s research on AI agent performance management, autonomous agents require strict governance boundaries, audit trails, and human oversight.
"An AI agent is your tireless chief of staff in the fourth dimension, but your consciousness remains the sovereign on the throne. Never abdicate final judgment to a machine."
To protect your capital while maximizing leverage, enforce these four iron rules:
- Read-Only Access by Default: Give your agents read access to market data, news feeds, and sanitized CSV exports of your budget—never raw write/withdrawal permissions to your primary bank or brokerage accounts.
- Require Source Citations on Every Claim: Instruct your research agents to attach a direct link to the primary filing, earnings release, or statistical dataset for every number they report, eliminating hallucinated metrics.
- Automate the Preparation, Never the Conviction: Use agents to compress 10 hours of reading into 15 minutes of structured synthesis, freeing your mind to make low time-preference decisions with clarity.
- Log Every Thesis for Post-Mortem Review: Have your agent archive every investment decision alongside the exact assumptions you held at the time, creating an unvarnished mirror of your cognitive biases over time.
Step 4: Copy This 15-Minute Daily "Master of Coin" AI Routine
You do not need a complex server cluster to start today. Begin with a simple, repeatable daily cadence using scheduled AI tasks:
- 06:00 AM — The Sovereign Morning Brief: Schedule an AI agent to scan overnight macroeconomic developments, central bank releases, and any material news affecting your watchlist, delivering a bulleted summary stripped of sensationalist clickbait before you open your eyes.
- Sunday Evening — The Red-Team Portfolio Audit: Feed your current asset allocation and investment thesis into an adversarial prompt: "Act as a first-principles risk officer. Identify the top three hidden correlations, liquidity risks, or macro assumptions that could cause a 25% drawdown in this portfolio over the next 12 months."
- First of the Month — The Capital Velocity Check: Have your agent categorize the prior month’s cash flows into three buckets—Sovereign Asset Accumulation, Productive Skill/System Building, and Fleeting Consumption—so you can see exactly where your life-force is compounding or leaking.
Join the Conversation: How Are You Using AI Agents to Master Your Coin?
We are living through the greatest democratization of analytical leverage in human history. Those who pair ancient philosophical restraint with modern agentic intelligence will operate with the clarity of an institution and the agility of a sovereign individual.
I want to hear from you in the comments below:
- Are you currently using AI agents or scheduled workflows to research investments, track expenses, or stress-test your financial decisions?
- Which part of managing your personal finances drains the most time or emotional energy—and how would you design an AI agent to take it off your plate?
- Where do you draw the line between automated AI analysis and human intuition when putting your capital at risk?
Drop your thoughts, favorite prompts, or questions in the comments—let us sharpen our frameworks together.
All is One | One is All
#aiAgents #ArtificialIntelligence #automation #financialSovereignty #howTo #MasterOfCoin #personalFinance #wealthBuilding -
OsmAnd: Why Offline Search is So Hard
You type an #address into a #map app on a phone in airplane mode. There is no server to ask: the phone has to find it on its own. Why is that so hard?
We walk the whole road we took to rebuild offline search in #OsmAnd: what an address really is, where we got real examples to measure search, why the old algorithm kept failing, and the new search that puts the words on the map.
https://www.youtube.com/watch?v=aScKKQvZx3U
Chapters
- 0:00 Intro: the data was there
- 1:24 Part 1 · Addresses: a language without rules
- 4:21 Part 2 · Dataset: where do we get examples?
- 6:40 Part 3 · The librarian algorithm
- 9:27 Part 4 · Words on the map
- 11:45 Part 4.1 · Tiles
- 13:31 Part 4.2 · The zipper
- 14:07 Part 4.3 · Skip-tile zipper
- 16:49 Part 5 · A puzzle of words
- 21:14 Part 6 · Where we are now and what's next
The new search comes with the upcoming OsmAnd 5.5, and you can try it today in our nightly builds. As always, the code is on GitHub: https://github.com/osmandapp/OsmAnd
When search can't find something, tell us what you typed: every miss becomes a test. And help the map: add street names and town boundaries in OpenStreetMap.
OsmAnd: https://osmand.net
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I asked Grok,,,,
Israel Defense Forces tweets:
'In 2 seperate incidents, IDF troops identified & eliminated 2 terrorists who crossed the Yellow Line in northern and southern Gaza.'jd ask Grok:
Grok, under International Law do people living under a foreign military occupation (also recognised by the UN etc for being an illegal occupation) have a right to resist that military?Grok replies:
'Under international law, the right of self-determination (UN Charter) underpins resistance by peoples under alien occupation. UNGA resolutions (e.g. 2625, 3314) affirm the legitimacy of struggles against occupation, including armed means. Additional Protocol I treats such conflicts as international, granting combatant status to organized groups that meet criteria and follow IHL. The right is not unlimited: attacks on civilians and other IHL violations remain prohibited.'#Israel #InternationalLaw #Palestine #Grok #Genocide #USpol #EUpol #Politics #Law #Imperialism
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Most talk about agent permissions is about what could go wrong. I find it more useful to ask what you will have to say afterwards.
Picture a hypothetical internal workflow. An assistant reads support tickets and drafts a weekly summary for the team lead. It works well. Then someone widens its access "to make it more useful." Now it can read the whole shared drive and send email.
Nothing bad has happened yet. But if something does, you are the one explaining it.
What the explanation looks like
Suppose the summary one week includes a line from a salary spreadsheet. The agent was allowed to read it, so it did. Now you have to answer a few plain questions:- Why could it see that file?
- Who decided it should?
- How do we know it did not send anything?
If the honest answer to each is "it had access to everything, so we can't say," that is the cost. The time goes into reconstructing events, not into fixing a bug.
A smaller version of the same workflow
Compare it with a narrower setup, also hypothetical. The agent can read one folder of exported tickets. It cannot send anything. It writes a draft, and a person reads it before it goes anywhere.If a draft looks wrong, the explanation is short. The agent could only see this folder. It could not send. A person approved the final version. You can say that in one breath, and you can prove it from the setup.
Non-regulated still has obligations
Because this is an ordinary internal workflow, it is easy to treat it as low stakes. It still touches people's data and your own internal files. Privacy and security obligations apply whether or not your industry has a rulebook for them.What I check on one workflow
When we review a single workflow, I look for a handful of things:- What can the agent read, and is that the minimum for the job?
- What can it change or send, and does a person approve that step?
- If it uses MCP, which tools does it expose, and with whose credentials?
- Can you reconstruct what it did from a log, without guessing?
That last one matters most. A permission you cannot audit is a permission you cannot defend.
The handoff
The output of this kind of review should be a page the owner can read. It lists what the agent can touch, what it cannot, and where a human decides. If something goes wrong later, that page is the start of your explanation, not a gap in it.I would rather tighten one workflow properly than loosen ten and hope. Smaller access is easier to explain, and easier to fix.
I'm Jonathan Melton. I run FusionAL, focused on reviewing and integrating lower-risk internal AI workflows, one bounded workflow at a time.#agents #ai #cybersecurity #security #software #coding #development #engineering #inclusive #community
The incident you have to explain is the real cost of an over-permissioned agent -
Last month I answered the same question for the fourth time. A friend from my statistics program sent...#statistics #dataanalysis #beginners #software #coding #development #engineering #inclusive #community
Why Graduate Students Pay $70 an Hour to Ask Which Statistical Test to Use -
Breakfast Rock and Pop, 7-9am on Sundays, on Radio Jammor
With music from the 50s to today
#rock #pop #SundayMorning #breakfastRadio Jammor is on the air...
Broadcasting from #Scotland
https://radiojammor.com
Ask Alexa to play Radio Jammor (UK Only)
#music #radio -
@lilnickmuller
Just causally hiring hit men in 2018Here lies Jeff. Died normal. Don't ask questions.
#JaredKushner #bribes #corruptgovernment #FollowTheMoney #LockHimUp
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Every time the military jets fly over my neighborhood on their way to open the University of Texas home game, I have to ask if UT's got a home game, or if the Texas Air National Guard is trying to start Civil War 2. I'm let down by both options.
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Just causally hiring hit men in 2018
Here lies Jeff. Died normal. Don't ask questions.#JaredKushner #Corruption #TrumpCrimeFamily #GOP #vote #RepublicanValues -
Think of the last person you interacted with. How happy do you think you are relative to them? (I ask this question every day to gauge how happy the Fediverse is.) #happiness #poll #mentalhealth #psychology
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💔😭 The most painful sound in a mother’s life is her children asking for food while she has nothing to give. Jouri and Hamza stare at empty plates, and I have to hide my tears because I cannot bear to see their little hearts breaking.
I am their mother in Gaza, and all I ask is a meal to quiet their hunger. Please, don’t leave us alone. Donate if you can, and share our pain if you cannot. 🇵🇸🙏
@Looping @raphaellakay @sasha @Shibanarchiste
https://chuffed.org/project/help-hadeel-look-after-family-in-gaza -
Let's see if I got this straight:
T dropped a bomb, killed the Iranian Ayatollah.
KSA, Turkey and Pakistan formed a defensive pact.
Iran held a funeral, and Yemenis attended.
T issued a new sanction, don't let Iranian planes land in your country, or else.
Saudi (Yemen-occupier) fired on the funeral attendees on their return.
Saudi getting hammered by Ansarallah.
Saudi, Turkey and Pakistan go to Tehran to ask Iran to help AGAINST Ansarallah.
🤔🤔🤔🤔🤔🤔🤔🤔🤔 🤡