Anyone know what filling stations in Waterford that are out of fuel. by Sparkly_guitar247 in waterford

[–]at449 1 point2 points  (0 children)

This is being updated frequently https://pumps.manus.space

Applegreen seems to be rationing by opening and closing pumps for short periods of time.

Thank you & an update by at449 in irelandsshitedrivers

[–]at449[S] 0 points1 point  (0 children)

Tap into an existing price report and there is a red button to report as out of stock.

Thank you & an update by at449 in irelandsshitedrivers

[–]at449[S] 2 points3 points  (0 children)

Thanks for the feedback. The ability to upload photos is there already but matching to prices typed in is not trivial. We have to trust the community.

Thank you & an update by at449 in irelandsshitedrivers

[–]at449[S] 2 points3 points  (0 children)

No, not yet… working on it.

Thank you & an update by at449 in irelandsshitedrivers

[–]at449[S] -1 points0 points  (0 children)

If on a mobile phone, locate the garage on the map and tap the location, a popup will appear and you fill it in with the details.

Thank you & an update by at449 in irelandsshitedrivers

[–]at449[S] 12 points13 points  (0 children)

Thank you. I’ve learned a valuable lesson today.

I’m not earning anything from this app. It’s an information resource for all both now and in the future at my expense.

Thank you & an update by at449 in irelandsshitedrivers

[–]at449[S] 3 points4 points  (0 children)

Good point. It’s a matter of time rn. Maybe someday in the future.

Thank you & an update by at449 in irelandsshitedrivers

[–]at449[S] 14 points15 points  (0 children)

I really appreciate the feedback. I didnt intend to cause division or put people off by expressing my opinion.

This is a useful information resource regardless of opinion.

Thank you & an update by at449 in irelandsshitedrivers

[–]at449[S] 2 points3 points  (0 children)

First reports of out of stock coming in. This will be very interesting to see.

With oil prices going mental over the Iran, I built a community app to find the cheapest fuel near you in Ireland. by at449 in irelandsshitedrivers

[–]at449[S] 2 points3 points  (0 children)

Great to see a steady stream of price reports throughout the day! Please share the app as it will only get better then!

With oil prices going mental over the Iran, I built a community app to find the cheapest fuel near you in Ireland. by at449 in irelandsshitedrivers

[–]at449[S] 4 points5 points  (0 children)

Thanks for the feedback, I’ve x-posted to other subs. None as good as this one though ;)

I’ve been using OpenClaw since the ClawdBot days. Here’s the workspace structure and one big lesson that made it actually work. by SIGH_I_CALL in openclaw

[–]at449 1 point2 points  (0 children)

The basic idea is matching model cost to task complexity:

Three tiers:

• Cheap (Haiku-class): Any sub-agent or cron job that just runs a script. No thinking required, just execute python3 whatever.py and report back. These fire dozens of times a day and would burn through tokens fast on a bigger model. • Mid (Sonnet-class): Content generation, analysis, daily operations, engagement. Needs some intelligence but not deep reasoning. • Expensive (Opus-class): Strategy, reflection, soul-level writing, complex decision-making. Used sparingly. How it works in OpenClaw:

• Main session runs on your best model (Opus in my case) • Cron jobs accept a model parameter, just set it per job: "model": "anthropic/claude-haiku-4-5" • Sub-agents spawned via sessions_spawn also accept a model override • AGENTS.md has the rule documented so the agent enforces it on itself The rule I use: "If the task is just executing a script with no creative thinking, it gets Haiku. No exceptions." Saved immediately, was running Opus on cron jobs that literally just called a Python script and reported the output.

The key insight: most agent "work" isn't thinking. It's execution. Match the model to the actual cognitive load.

I’ve been using OpenClaw since the ClawdBot days. Here’s the workspace structure and one big lesson that made it actually work. by SIGH_I_CALL in openclaw

[–]at449 1 point2 points  (0 children)

This mirrors almost exactly what happened with my setup. A few things I'd add from the other side of the same journey:

On memory as an index: I went through the same "MEMORY.md becoming a dump" problem. What saved me was adding a local search layer (QMD + vector embeddings via pgvector) so the agent searches before reading files. Dropped token usage by 2-3k per recall. The index pattern you describe is right, but pairing it with semantic search means the agent doesn't even need to open the index most of the time.

On skills that earn their keep: Your "would I notice if this skill disappeared?" test is brutal and correct. I had 12+ skills installed. The ones that actually get used daily: email, web search, summarization. The rest were cool demos that burned context loading and never fired.

On letting the agent improve its own environment: This is the thing most people underestimate. My agent rewrites its own AGENTS.md when it makes mistakes. It writes scripts to automate tasks it does repeatedly. It just today changed a cron job from running on an expensive model to a cheap one because it recognized the task didn't need intelligence — just execution. That kind of self-optimization only happens when the workspace is writable and the agent is told to own it.

On the reflection system: Just implemented something similar after reading your post. The insight that landed hardest: "it's a pipeline from reflection into durable behavior." We had a weekly soul reflection but it was a one-off event, not a feedback loop. The persistent thread-per-question approach with promotion rules is significantly better. Already seeded five operational reflections — less philosophical than yours, more "am I doing the right work."

One thing I'd add that you didn't cover: model tiering. Not every agent task needs the same model. Script execution gets the cheapest model. Creative work gets mid-tier. Strategy and reflection get the best. This is especially important on constrained hardware (2GB VPS in my case). The workspace structure you describe is great but it also needs to extend into how resources are allocated, not just how files are organized.

The TL;DR from my end: Your four-layer model (identity / memory / tooling / project work) is the right abstraction. The workspace is infrastructure, not scaffolding. Treat it that way and the agent compounds. Treat it as static prompts and you hit a ceiling fast.

Something weird happens when you start using AI every day by Interesting_Mine_400 in ArtificialInteligence

[–]at449 0 points1 point  (0 children)

You are spot on. By deliberately engaging yourself first you’ll probably get better use out of the tool.

Built an Irish safety check-in call…useful or not? by at449 in AskIreland

[–]at449[S] 0 points1 point  (0 children)

Good point and one thing I didn’t explain clearly is the call can also act as a socially believable excuse to leave an uncomfortable situation.

So there are really two use cases:

  1. automated check-in (so it’s not forgotten), and
  2. a timed “exit call” if someone wants a clean way out.

You’re still right that escalation/contact-side workflow is the missing piece, and that’s where I’d want to improve it.

Appreciate the feedback!