Your AI context is most likely tied to servers you rent, somewhere you can't audit or inspect. Here are 4 ways our fAI tool helps you accumulate your AI context and turn it into an asset.

Your AI's memory isn't yours. It lives in a vendor's cloud, you can't read it, and it doesn't come with you when you switch tools. You're renting the one thing that should be accumulating.

New here? fAI is your AI workbench - portable, persistent context the coding agents you already use connect to. Install it once: deno run -A jsr:@fathym/fai/install www.fathym.com/docs/fai/get...

Software used to be rate-limited by typing it. AI moved the constraint - now the slow part is judgment: what to build, which plausible answer is wrong, when done is done.

Git made owning your code normal - nobody thinks twice about it now. Your AI context deserves the same: portable, versioned, yours. #AI #Coding #DeveloperTools

Every time you work with AI you produce something worth keeping - not just the code, the thinking around it. The approach that worked, the ones you ruled out. That's intelligence, and most of it evaporates when you close the tab. #AI #Intelligence #AISovereignty

Every AI session starts over — you re-explain your context, the model helps, then forgets. Old game: rent AI, lose what it learns. New game: own the intelligence your work creates, and compound it. Own your intelligence. #AI #Intelligence

Your AI tools can write. The harder question is what they’re allowed to remember. Not just the repo. The decisions, patterns, assumptions and “don’t touch this” knowledge behind the work. That context is becoming part of how teams build. #FAI #ContextEngineering

Current AI workflow: “Here’s the repo.” “Here are the rules.” “Here’s why we don’t touch that file.” “Here’s the same explanation from yesterday.” Goldfish memory, but with a deploy button. FAI is built for the part AI keeps forgetting. #DeveloperHumor #FAI

AI context is IP. The reasoning, assumptions, constraints and decisions behind AI-assisted work need to stay inspectable, portable and owned. Fathym’s latest release makes the case for why that matters now. apnews.com/press-releas... #AI #ContextEngineering

Fathym Calls for Owned AI Context as AI Adoption Moves Across Tools and Teams

Fathym says teams need portable, inspectable AI context as work spreads across coding, research, planning, automation, and operations.

apnews.com

Some octopuses hunt by probing holes, lifting shells and spreading their arms like a living net. Not a bad work pattern. Search the cracks. Use the context. Pull the useful thing into view. The octopus is intentional. It’s in the Fathym logo and has range. #FridayOctopus #FathomIt #DeepThinking

fAI isn’t another AI agent. It’s Fathym’s practical starting point for owned AI context: keeping the knowledge around AI-assisted development under your control, so it can move across tools instead of disappearing inside them. #FAI #DevTools #AI

A finished AI answer is only part of the value. The bigger asset is often the thinking behind it: the assumptions, constraints, corrections and decisions that made the answer worth trusting. If that context disappears, teams rebuild it again later. #AI #IntellectualProperty

Your AI context should belong to you. Right now, it usually doesn’t. Companies are pouring human judgment into AI tools every day, then losing the reasoning, decisions and context that made the output useful. That’s not messy. It’s IP loss. #AI #ContextEngineering

Our CEO drew a cloud vault on a ripped piece of paper, added a tiny person climbing a ladder with files and said “build this.” A flawless product brief, obviously. 😉 Anyway, it exists now: the FAI workbench and project vaults in those fluffy white things in the sky. #Fathym #FAI

Your AI does not need your entire life story. Some context belongs to you: how you work, your tools, your preferences. Some context belongs to the project: specs, architecture, constraints. FAI keeps those layers separate so the bots get what they need. #FAI #AI

programming is just the art of adding bugs to an empty file

Your context isn’t just chat history. It’s the architecture, decisions, patterns, preferences and warnings your work keeps teaching the AI. FAI keeps that context yours, editable and able to travel across tools. #FAI #BuildWithAI

AI memory is only useful if you can inspect and change it. FAI keeps context visible, editable and portable, so your workbench can grow with the project without becoming another black box. #FAI #AI #DevTools

AI work creates context: decisions, patterns, caveats and review notes. If it disappears at the end of the session, the team keeps paying to relearn itself. Your tools can change. Your context should stay yours. #FAI #ContextEngineering

Prompted but not read. The new terms and conditions. Somewhere deep in your repo, one tentacle is on the logs, one is on the coffee and one is drifting dangerously toward deploy. Feels like a good time to ask who checked what the prompt actually did. #DeveloperHumor #OctopusOps

Weekend read if your AI sounded too confident this week. Productive Underspecification asks the model to stop polishing guesses until they look like facts. PU is a terrible name. Useful habit though. www.fathym.com/blog/2026/06... #FAI

I Was Stuck in PU, and I Liked It. | Fathym

Every viral 'I used this one prompt' post sells you more, and then it evaporates. I went the other way and told my AI to do less. It's called PU. Yes, it sounds like poo.

fathym.com

Friday Octopus: gliding across the reef like it knows something we missed. Deep thoughts. Better camouflage. Meanwhile everyone else is bragging about their "smart" ideas. Observe first. Blend in. Move smarter. #FridayOctopus #OctopusThoughts #ContextAware

Keishu Asada@cephwarden.bsky.social · 2mo ago

An Octopus cyanea moves through the reef, presumably pondering octopus thoughts

A confident AI answer can still be trapped inside a bad frame. Useful context should make the reasoning environment easier to inspect, not harder to question. #AILiteracy #AI

Context makes AI more useful. It can also make the answer inherit the exact assumptions you were trying to question. AI literacy means checking the frame, not just the output. #AILiteracy #ContextEngineering

More hardware can help. But it cannot be the only answer. Compute demand is rising faster than infrastructure can absorb. SelfAware reframes the overlooked layer: how software executes before compute is spent. www.einpresswire.com/article/9201... #ComputeEfficiency #AIInfrastructure

SelfAware Compute Points to Software Execution as Missing Layer in Data Center Efficiency

Execution-pathway optimization improves compute efficiency, resource utilization, and energy use by helping software run more efficiently.

einpresswire.com

If AI is trained on yesterday’s AI, prompted by today’s bias and trusted by tomorrow’s students without question, we're not building intelligence. We're building a very expensive echo. That's not intelligence compounding. That's context decay. #AI #MediaLiteracy

AI literacy can't stop at “check the answer.” Students and adults need to learn how to check the frame. What did the model inherit? What did the user imply? What did the prompt reward? The answer matters. The context matters more. #AILiteracy #AI

PU is not a prompt hack. It is a posture: do less when you know less. That is a lot more useful than confident filler. www.fathym.com/blog/2026/06... #FAI #AI

I Was Stuck in PU, and I Liked It. | Fathym

Every viral 'I used this one prompt' post sells you more, and then it evaporates. I went the other way and told my AI to do less. It's called PU. Yes, it sounds like poo.

fathym.com

New Fathym blog just dropped. 💩 Our CTO got tired of AI pretending it knew things it had not checked, so he told it to stop padding the answer and admit what it was guessing. Somehow this became PU. www.fathym.com/blog/2026/06... #ProductiveUnderspecification #FAI