AWS lambda microvm
Well this will be useful. AWS introduces Lambda MicroVMs for isolated execution of user and AI-generated code - AWS
Well this will be useful. AWS introduces Lambda MicroVMs for isolated execution of user and AI-generated code - AWS
Do you also struggle with those “frog” tasks that are important, but somehow you procrastinate enough to always put them off, till I probably used more time avoiding than it actually takes to complete. :facepalm:
Well I was trying a few ideas, beyond Eisenhower matrix, and came across the low energy task model and the Friction-Sized framework.
Google AI suggested a method to combine, so if identify tasks in md with X.Y.Z, it offered variations depending on tools used and search/filter needs see query
X=Importance (1-2) Y=Urgency (1-2) Z=Friction (1-4)
Z is 1-4 quadrants even though my rule of thumb is to batch the little things for a low energy time. I may sometimes hit those < 2mins immediately and skip the overhead of writing it down, but how many things reallly are 2mins and don’t spin you off distracted elsewhere.
An interesting experiment to help me match my mental energy with different tasks.
Because these tasks have deadlines and evoke reluctance, traditional advice like “Eat the Frog” actually backfires. When your mental energy is depleted, staring at a giant “frog” causes Executive Dysfunction—making you freeze and do nothing.To solve this, we must mathematically re-engineer how we measure task weight. Instead of measuring by Time (Duration), we must measure by Friction (Resistance to Start).
Total Effort = Friction (Energy to Start) + Drag (Energy to Complete)
Use this 4-quadrant system to categorize both your work and personal life tasks. The goal is to isolate the “Sticky Notes”—tasks that take very little time to complete but have massive mental resistance.
| Low Drag (Takes <15 Mins) | High Drag (Takes >15 Mins) | |
|---|---|---|
| High Friction(Reluctant to Start) | 🛑 The Sticky Notes • Paying a bill / Renewing a license • Sending a “difficult” but short email • Booking a dentist appointment | 🐸 The True Frogs • Tax returns • Writing a project proposal • Planning a major trip |
| Low Friction(Easy to Start) | ⚡ Quick Wins • Deleting spam / Sorting mail • Putting away dishes • Approving a simple request | 🏃♂️ The Momentum Builders • Organizing a closet / Desk • Exercising / Walking • Data entry while listening to music2. |
To defeat the “Sticky Notes” and “True Frogs” before their deadlines hit, apply these rules:
Never write the actual task on your to-do list. Write the absolute first physical action.
Do not try to “Eat the Frog” all at once. Set a timer for exactly 10 minutes. Tell yourself: “I am allowed to completely stop and quit after 10 minutes.”
Never separate your personal and work to-do lists when energy is low. Your brain draws from the exact same central tank of mental energy for both. Batch your “Sticky Notes” (both work and personal) into a single 30-minute window right before lunch or at the very end of the day.
Interesting interview on AI guardrails through the use of tests with semgrep for various languages. Why The Best Software Engineers Are Solving Code Review Bottlenecks Now - YouTube
GitHub - florianbuetow/ai-guardrails: Templates for working with AI · GitHub
I quite like this chrome extension - https://github.com/atharvakadlag/excalisave plugin.
Only problem is the lack of alternative providers.
While having some time to kill (watching a youth volleyball grand final!). I had plenty of time between points to prompt.
I’m trying out different models and providers, so I gave Grok 4.1 with opencode.ai.
Couple more hours Monday morning to get it working. I was hoping to just be in product mode, but I had to go to the codeberg api docs to identify a cause of failure on document create was the incorrect HTTP method. Kinda annoying, it is clearly specified in the swagger docs.
Last iteration it needed network robustness, exponential backoff etc. and a more visual feedback.
It’s cost about $15 in tokens, which idk, I kinda expected it to have been < $10 AUD, going to be more < $20 ($USD 13). Either way it is pretty cheap - I’ll be using this weekly if not daily.
Excalisave fork https://github.com/bdargan/excalisave.
Google’s response to prompt “climbing needed attention concept”:
In climbing, “attention” is the mental management of your focus, energy, and perception. Moving from merely “getting up a wall” to expert climbing requires intentionally shifting your attention between the environment, the mechanics of your body, and your subconscious movement. [1, 2, 3, 4, 5]
Effective climbing breaks down into a spectrum of focus: [3, 6]
Expert climbers constantly manage their attention to prevent burnout and anxiety: [6, 7, 10, 11]
To improve your mental game and performance on the rock, try incorporating these drills into your climbing sessions: [2, 14, 15]
End Hesitation in Your Climbing: Committing Moves Drill, YouTube · Paradigm Climbing · 2026 M03 9 If you’d like to explore this further, let me know:
I can share targeted drills and specific techniques tailored to your needs.
[1] https://medium.com [2] https://www.ukclimbing.com [3] https://prowesscoaching.co.uk [4] https://www.ukclimbing.com [5] https://www.powercompanyclimbing.com [6] https://www.maxclimbing.com [7] https://www.researchgate.net [8] https://www.linkedin.com [9] https://www.theclimbinghangar.com [10] https://www.climbing.com [11] https://altaclimbing.com [12] https://www.instagram.com [13] https://www.twostonesclimbing.com [14] https://www.researchgate.net [15] https://www.labyrinthclimbing.co.uk [16] https://pmc.ncbi.nlm.nih.gov [17] https://butorausa.com [18] https://www.safra.sg [19] https://blog.movementgyms.com [20] https://www.youtube.com
additional prompt “‘m interested to contrast with knowledge work, or self-development efforts and just how to intentionally live life. while i like the concept of the 4Cs (cal newport) i feel there is a link to knowledge work and how much time to devote to different aspects of life and software development skills growth. and when to keep persisting and when to save your energy and try another way on another day”:
The link between climbing and knowledge work—specifically software development—is found in the economy of attention. In both fields, you have a limited reservoir of “send power” (the ability to execute at your limit), and mismanaging it leads to falling off the wall or burning out on a codebase. Cal Newport’s 4 Disciplines of Execution (4DX)—the “4Cs” framework often associated with Deep Work—serves as the bridge to intentionality. [1, 2]
In climbing, you don’t climb at 100% effort the whole way; you “over-grip” during the crux (the hardest move) and relax during the rest.
Newport suggests that even elite performers can only sustain about 4 hours of deep work per day. [10, 11]
Intentional living is the “Shutdown Ritual” of life. [13, 14]
| Concept [6, 8, 10, 13, 18] | Climbing Parallel | Knowledge Work / Dev Application |
|---|---|---|
| Deep Work | The “Send” Attempt | 2–4 hours of focused coding/learning. |
| Lead Measure | Time on the wall | Tracking “Deep Work Hours” on a scoreboard. |
| Attention Residue | Being “Pumped” | The cognitive lag from checking Slack/Email. |
| Shutdown Ritual | Coming off the mountain | A hard mental break to allow for recovery. |
Would you like to see a sample weekly schedule that balances software skill growth with professional output using these “climbing” mental models?
[1] https://medium.com [2] https://frankcjones.com [3] https://www.flashover.blog [4] https://paso.to [5] https://medium.com [6] https://medium.com [7] https://www.parkerklein.com [8] https://medium.com [9] https://medium.com [10] https://wellnessdivision.com [11] https://goalsandprogress.com [12] https://paso.to [13] https://www.youtube.com [14] https://www.jvandemo.com [15] https://towardsdatascience.com [16] https://dansilvestre.medium.com [17] https://medium.com [18] https://avthar.com