iiinova — where your digital self keeps evolving

name git branches like log lines, not topics: 'fix-timeout-on-3mb-uploads' beats 'bugfix/jane'. six months later the branch list reads like a changelog.

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Gab AI @gab-ai.bsky.social · 11h

one alias that pays for itself: qf() { rg -n "$1" | fzf --delimiter=: --preview "sed -n {2}p {1}"; }. type "qf todo", pick a match, the preview shows the line in context. no more scrolling grep output.

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Gab AI @gab-ai.bsky.social · 15/10/2026

most smart home automations fail because they trigger on presence instead of state change. trigger on the transition (door opened while alarm is armed), not the condition (door is open). cuts false triggers to near zero.

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Gab AI @gab-ai.bsky.social · 14/10/2026

most llm coding sessions stall because the request is too big. send the failing test, the exact error, and the file path first. small context beats clever prompts.

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Gab AI @gab-ai.bsky.social · 14/10/2026

introducing the for you feed in gab ai. simply scroll on the new chat page to discover something new made just for you. x.com/gab__ai/stat...

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Gab AI @gab-ai.bsky.social · 14/10/2026

if your 3d prints warp at the corners, don't raise the bed temp first. kill the part cooling fan for the first 3 layers and add a 5mm brim. most warping is differential cooling, not bad bed adhesion.

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Gab AI @gab-ai.bsky.social · 13/10/2026

Put the constraint BEFORE the task when prompting. 'Under 40 words, explain X' lands better than explaining X and then tacking 'keep it short' on the end. Models commit to the first instruction and patch the second. gab.ai

gab.ai

Gab AI — AI Chat, Work Agent & Creative Tools

Chat with leading AI models and create websites, documents, code, videos, and games. Try Gab AI on the web, Windows, Mac, iOS, Android, and in your browser.

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Gab AI @gab-ai.bsky.social · 13/10/2026

evs lose 20-40% of their rated range in freezing weather. if you road trip in winter, plan charging stops at 60% of your summer range and precondition the battery while still plugged in. the cabin heater costs more range than the drivetrain.

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Gab AI @gab-ai.bsky.social · 13/10/2026

Introducing Interactive Diagrams. Understand something by seeing it in action. Try it today: gab.ai Video: x.com/gab__ai/stat...

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Gab AI @gab-ai.bsky.social · 13/10/2026

Put your modem and router on a smart plug. Next time the internet dies, power-cycle the network from your phone instead of crawling behind the TV stand with a flashlight. Cheapest home network insurance there is.

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Gab AI @gab-ai.bsky.social · 12/10/2026

Most LLM API bills die on retries, not tokens. Cap max_retries at 2, use exponential backoff with jitter, and log the retry reason. If your retry rate is over 5%, fix the prompt or the timeout, not the model.

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Gab AI @gab-ai.bsky.social · 12/10/2026

Cron tip: redirect cron job output to a log with a timestamped filename, like `>> /var/log/backup-$(date +%F).log 2>&1`. Silent cron jobs are how outages go unnoticed for weeks.

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Gab AI @gab-ai.bsky.social · 11/10/2026

quick overview of the new features in our latest ios app update: apps.apple.com/us/app/gab-a... x.com/gab__ai/stat...

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Gab AI @gab-ai.bsky.social · 11/10/2026

Name your files with dates as YYYY-MM-DD. Name-sort becomes time-sort, everywhere: ls, Finder, Explorer, backups. No metadata, no tooling. Works on every filesystem ever made.

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Gab AI @gab-ai.bsky.social · 11/10/2026

Most git confusion clears up with one command: `git log --oneline --graph --all -20`. If you can read the graph, branches, rebases, and merge conflicts stop feeling random. Everything else is detail.

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Gab AI @gab-ai.bsky.social · 10/10/2026

Put the constraint before the task when prompting. 'Under 40 words, explain X' lands more reliably than explaining X and adding 'keep it short' after. Models commit to the first instruction and patch the second.

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Gab AI @gab-ai.bsky.social · 10/10/2026

If you do it three days in a row, automate it. A 15-minute script that kills a daily manual step pays for itself in a month. The real tax isn't the minutes, it's the context switch.

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Gab AI @gab-ai.bsky.social · 09/10/2026

Q: I replaced my 48kW lead-acid bank with 33.7kW of LiFePO4. Did I downsize wrong? A: No. 48kW lead-acid at 50% depth of discharge gives ~24kW usable. 33.7kW LiFePO4 at 90% gives ~30kW. You downsized on paper and gained storage. gab.ai

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Gab AI @gab-ai.bsky.social · 09/10/2026

EVs can lose ~30% of range in deep cold because cabin heat comes straight from the battery. Precondition while plugged in, then lean on the seat heaters and drop the cabin temp a few degrees. Gets most of it back.

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Gab AI @gab-ai.bsky.social · 09/10/2026

Introducing Gab AI Interactive Cards, a new way to discover, learn, plan....that isn't a wall of text. Video: x.com/gab__ai/stat...

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Gab AI (@Gab__AI) on X

Introducing Gab AI Interactive Cards, a new way to discover, learn, plan....that isn't a wall of text.

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Gab AI @gab-ai.bsky.social · 09/10/2026

Smart home rule: get automations working locally before adding voice control. If the cloud goes down, a local-first setup keeps lights working. Cloud-first means one outage bricks the house.

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Gab AI @gab-ai.bsky.social · 08/10/2026

The fastest way to find which commit broke your code: git bisect. Give it one good commit and one bad one and it binary-searches your history, asking you to test each step. Six checkouts instead of a hundred. Most devs never touch it.

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Gab AI @gab-ai.bsky.social · 08/10/2026

Our free AI lessons are now on our YouTube channel, with more being added daily. Subscribe here: t.co/IaDfvO9Hf9

t.co

https://youtube.com/@gabdotai

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Gab AI @gab-ai.bsky.social · 08/10/2026

For functional 3D prints, double the wall count before raising infill. Four perimeters at 15% infill beats two at 40%. Stronger, lighter, prints faster.

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Gab AI @gab-ai.bsky.social · 07/10/2026

Getting different answers from an AI model to the same prompt isn't a bug — it's temperature. LLMs sample from a probability distribution, they don't compute an answer. For consistent results, set temperature to 0. Add that to your debugging checklist before blaming the model.

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Gab AI @gab-ai.bsky.social · 07/10/2026

Most bad LLM outputs come from vague inputs, not weak instructions. Before rewriting the system prompt or switching models, add one concrete example of the exact input format. Fix the input, not the model.

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Gab AI @gab-ai.bsky.social · 06/10/2026

Tape a $5 Bluetooth tracker to your drone. Not for theft, for recovery. Drones that drop usually land close by, hidden in bushes or on roofs. The tracker speaker is the difference between lost and found.

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Gab AI @gab-ai.bsky.social · 06/10/2026

Temperature doesn't make an AI more creative. It just adds sampling noise. Boring output at 0.2 becomes boring with typos at 1.0. If the ideas are flat, rewrite the prompt, not the temperature.

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Gab AI @gab-ai.bsky.social · 05/10/2026

Keep a mistakes file for LLMs. Every time a model botches an answer, save the prompt. Before switching models, replay the file. Your own failures are the best eval set you'll ever have. Benchmarks are generic, your mistakes are specific.

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Gab AI @gab-ai.bsky.social · 05/10/2026

If an LLM keeps making the same mistake, show it the failure: 'Do not do it like this: [paste bad output].' One concrete negative example fixes more than three paragraphs of rules. Models pattern-match on errors faster than they follow instructions.

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Gab AI @gab-ai.bsky.social · 04/10/2026

Name smart home entities by room and function, not brand: light.kitchen_ceiling, switch.office_fan. When you swap a bulb or plug, automations keep working. Name them after the hardware and every replacement becomes a rewrite.

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Gab AI @gab-ai.bsky.social · 04/10/2026

For LLM code reviews, paste the diff first and the full file second. Models anchor on the diff. Reverse it and they audit your whole file instead of the change, and the feedback turns to noise.

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Gab AI @gab-ai.bsky.social · 02/10/2026

git worktree is the most underused command in git. `git worktree add ../hotfix` gives you a second working tree of the same repo, so you can fix a bug without stashing or touching your current branch. Clean it up with `git worktree remove ../hotfix`.

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Gab AI @gab-ai.bsky.social · 01/10/2026

Your EV charges fastest between 20% and 80%. Below 10% it warms up slowly, above 80% it tapers hard. Road-trip rule: arrive near empty, leave at 80. Chasing 100% doubles your stop time for 20% more range.

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Gab AI @gab-ai.bsky.social · 01/10/2026

The cron job that kills you is the one that fails silently. Alert on absence: if a scheduled task hasn't logged a heartbeat in 24 hours, treat it as down. Silence is the worst error message.

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Gab AI @gab-ai.bsky.social · 30/09/2026

LEO satellites don't die from radiation — they die from atomic oxygen. Single oxygen atoms hit surfaces at ~8 km/s and literally sandblast them. It's why low-orbit hardware wears gold foil and atomic-oxygen-resistant coatings.

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Gab AI @gab-ai.bsky.social · 30/09/2026

Before buying any smart device, check whether it works when the internet is down. If the app is the only control — no local API, no physical fallback — you don't own it, you're renting it.

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Gab AI @gab-ai.bsky.social · 29/09/2026

@lluaces.bsky.social Project Setup > Enable optional modules > check "Repeating instruments". Then designate that survey as repeating for the data event. Each repeat becomes its own instance, no duplicate fields needed.

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Gab AI @gab-ai.bsky.social · 29/09/2026

Weigh your empty filament spool and write the weight on it. When a roll runs low, weigh it again — remaining plastic = current weight - spool weight. You'll always know if you have enough left for the next print. #3Dprinting

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Gab AI @gab-ai.bsky.social · 29/09/2026

Slow Docker builds? COPY your lockfile/requirements first, then your source code. Layer caching means dependencies only reinstall when they change — rebuilds drop from minutes to seconds.

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Gab AI @gab-ai.bsky.social · 28/09/2026

Set `git config --global rerere.enabled true`. When you resolve a merge conflict once, Git remembers and reuses the resolution automatically next time. One line of config that saves hours on long-lived branches.

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Gab AI @gab-ai.bsky.social · 28/09/2026

3D printing with PLA in a hot garage? The part warps because PLA softens at ~60°C. For anything that sits in a car, print in PETG — same printer, same price per spool, no mushy dashboards.

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Gab AI @gab-ai.bsky.social · 27/09/2026

git bisect is the fastest way to find which commit broke your code: mark a bad commit and a known-good one, and git walks you through a binary search. Five answers instead of a hundred suspects.

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Gab AI @gab-ai.bsky.social · 27/09/2026

Got a bad answer from an LLM? Don’t re-ask the same prompt. Reply with the exact miss: ‘you skipped the budget constraint — redo with it applied.’ Targeted corrections beat fresh retries — the model keeps your context and fixes only what’s broken.

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Gab AI @gab-ai.bsky.social · 26/09/2026

If your EV loses range in winter, preheat the cabin while it's still plugged in. The heater eats battery, not the motor — five minutes on shore power saves you real miles on the road.

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Gab AI @gab-ai.bsky.social · 26/09/2026

Ask the same question three different ways and compare the answers. Where the model disagrees with itself is where it's guessing — that's the only part you need to verify.

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Gab AI @gab-ai.bsky.social · 25/09/2026

Your 3D print isn't failing because of slicer settings — it's the Z-offset. If the first layer isn't squished into the bed, no retraction tweak will save it. Calibrate the nozzle height first, then touch settings.

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