RemyBlog
By role

AI for Engineering

How engineers use AI, how to do it well, and what it means for your job. Written for people who ship and run the software, not people who build models.

458 articles · Updated Nov 13, 2026

Start here

By what you need

All 458 articles for engineers

A 3D illustration of a computer cursor dragging a dark schedule block from the night section of a weekly calendar and dropping it into the daylight hours.
Health, Sleep, and Stress Relief ·

How to Sleep After Night Shift and On-Call Nights (With AI)

Practical ways to sleep after a night shift, a late work call, or while on call, plus an AI prompt that builds a sleep plan around your odd hours.

how to sleep after night shifthow to sleep after late night work callshow to sleep when on call
A computer cursor drags the top corners of a long paper receipt, folding it into the shape of a small house.
Budgeting and Saving Money ·

First Time Home Buyer Tips: Run the Mortgage Math With AI

First time home buyer tips plus how to use AI to model your payment, closing costs, and a mortgage with commission income. Prompts included.

first time home buyer tipsgetting a mortgage with commission incomemortgage calculator AI
A person holds a very long printed receipt up to the light, squinting at one highlighted line item while the line below it is circled in marker.
AI Pricing & Costs ·

How Much Does Gemini 4 Carbon Cost and Who Can Use It?

Gemini 4 Carbon costs $2 per million input and $10 per million output tokens until November 30, then doubles. See who gets access and the 1M context limit.

Gemini 4 Carbon pricingGemini 4 Carbon APIGemini 4 Carbon Ultra
A person holds up a massive, floor-length receipt like a theatrical script, gesturing confidently with one hand as if rehearsing lines aloud.
Side Hustles and Projects ·

How to Negotiate a Raise (and Use AI to Prep for It)

How to negotiate a raise: build your case, find your number, and rehearse the conversation with AI. Includes copy-paste prompts and a word-for-word script.

how to negotiate a raisesalary negotiationask for a raise
Tiny figurines stand on an oversized AI server chip, slotting in a large memory module while others read a glowing gauge on its edge.
Local AI ·

Can You Run Ripple 65B Locally? Hardware and Comparison

Ripple 65B Preview is a dense 65B open-weight model with 1M context. See memory needs, DGX Spark fit, API pricing and how it compares to peers.

Ripple 65Brun Ripple 65B locallyRicursive Intelligence Ripple
Tiny figurines carry oversized pens to collaboratively fill out a giant meeting agenda template.
Performance Reviews and One-on-Ones ·

1 on 1 Meeting Template for Managers (Plus an AI Prep Prompt)

A copy-ready 1 on 1 meeting template for managers, with a 30-minute agenda, a worked example, a question bank, and an AI prompt to prep each meeting.

1 on 1 meeting template1:1 meeting agendaone on one meeting questions
Tiny figurines on a giant computer terminal build a long state file out of stacked checkpoint blocks, while one figurine holds up a clipboard for a fresh review.
AI Agents & Automation ·

How to Run Long Unattended Tasks With Gemini 4 Carbon

Prompt structure for multi-hour Gemini 4 Carbon runs: minimum passes, a state file on disk, and a fresh reviewer every 10 passes, shown with real demos.

Gemini 4 Carbon long running tasksCarbon Antigravity promptsmulti-day agentic engineering
A person wedges a glowing 20-minute workout block into a tiny gap between tightly packed meetings on a weekly calendar.
Health, Sleep, and Stress Relief ·

Workout Plan for Busy People: How to Build One With AI

Build a workout plan for busy people with AI. Copy the prompt, fill in your schedule, get 20 to 30 minute routines, and what to check before you start.

workout plan for busy peopleAI workout planshort workouts for busy schedule
Tiny figurines climb a giant stack of benchmark test sheets and check items off a clipboard beside an oversized glowing score card.
AI Models & Industry ·

How Good Is Qwen4 Max? Hands-On Tests vs Qwen 3.8

Qwen4 Max preview tested on Blender animation, an 82-language naming task, satellite map reasoning and seat belt laws, plus where it struggled.

Qwen4 MaxQwen4 Max reviewQwen4 Max vs Qwen 3.8
A person studies a large printed commit history with branching lines, pointing to a checkpoint tied to a prompt note and comparing it with a plain Git log beside it.
AI Coding Tools ·

What Is Agent-Native Version Control? How It Differs From Git

Agent-native version control tracks AI agent work as branches, checkpoints and history tied to prompts and specs. Here is how it differs from plain Git.

agent-native version controlversion control for AI agentsAI agent version control
A cover illustration of a humanoid robot foot being fitted with a roller skate wheel by a cursor, symbolizing Atlas learning to roll.
AI Models & Industry ·

How Did Boston Dynamics Teach Atlas to Roller Skate?

Boston Dynamics put scooter wheels on Atlas, trained rolling in simulation, and landed a 360 spin first try. Here is how it works and why it matters.

Boston Dynamics Atlas wheelsAtlas roller skateshumanoid robot reinforcement learning
A person unrolls an impossibly long speech transcript, using a red marker to heavily circle errors in the generated phone numbers and prices.
Local AI ·

Underdog Woof TTS Review: How Accurate Is It, Really?

Underdog Woof claims a 1.42% word error rate. Hands-on tests of Juno and Mira on phone numbers, prices, titles and dates show where it slips.

Underdog Woof reviewUnderdog Woof word error rateJuno Mira voices
A digital cursor compresses the largest bar on a benchmark graph down into a tiny square, causing just a couple of top pixels to break off.
Local AI ·

Nemotron Bolt vs Super: How Much Quality Does Bolt Lose?

Nemotron 3.5 Bolt is a 2-bit version of the 120B Super. Compare benchmark drops (PinchBench 90 to 88, GPQA 89 to 86), file size, speed and what to test.

Nemotron Bolt vs SuperNemotron 3.5 SuperNemotron benchmarks
A person holds a receipt that stretches endlessly into the distance, scanning the final line with a glowing smartphone app.
Taxes and Retirement Planning ·

How Much to Save for Retirement (Use AI to Check Your Number)

How much to save for retirement, with a worked example and copy-ready AI prompts to test your 401(k), savings rate and what-if scenarios.

how much to save for retirementretirement planning with AI401(k)
A cursor highlights a total of just a few cents at the bottom of an impossibly long receipt.
AI Pricing & Costs ·

Muse Ember API Pricing, Context Window and Cost Per Task

Muse Ember reportedly costs about 10 cents per million input and 50 cents per million output tokens, with a 1M context window. Compared with Haiku and Luna.

Muse Ember pricingMuse Ember API costMuse Ember context window
A person is sliding a thick stack of glowing evidence notes into the plastic sleeve of an oversized ID badge on a lanyard, preparing their case for a promotion.
How to Get Promoted ·

How to Ask for a Promotion (and Build Your Case With AI)

A step-by-step guide to asking for a promotion: build your evidence, use AI to draft the case, script the conversation, and handle APM to PM moves.

how to ask for a promotionapm to pm promotionpromotion case
Tiny figurines work together using construction equipment to fit a Raspberry Pi Pico into a 3D-printed enclosure, building a giant hardware desk gadget.
AI Coding Tools ·

How to Design Hardware With Claude Fable 5.2, Step by Step

Use Claude Fable 5.2 to spec parts, write firmware, make STL enclosures and get an assembly guide. A walkthrough of a Raspberry Pi Pico desk gadget.

Fable 5.2 hardware engineeringClaude 3D printed enclosureRaspberry Pi Pico AI project
A 3D illustration of a slightly oversized, translucent terminal window hovering above a minimal desktop to represent running a local logic model.
Local AI ·

How to Run TwIL LM3 Pro Locally With llama.cpp

Run the 3.66B TwIL LM3 Pro logic model locally with llama.cpp: VRAM needs, quantized builds, a Hermes agent setup, and the non-commercial license.

TwIL LM3 Prorun LM3 Pro locallyllama.cpp logic model
A 3D illustration of a credit card being assembled from floating, interlocking plastic modular blocks on a clean background.
Side Project App Ideas ·

Side Projects That Make Money: Build One in a Weekend

Side projects that make money: how to pick one, build it in a weekend, charge for it, and stay clear of your employer's rules. Includes prompts and a plan.

side projects that make moneyside project ideasbuild an app in a weekend

Other roles

Go to market:AI for Marketing, AI for Sales, AI for Customer Success, AI for Customer Support · Money & operations:AI for Finance, AI for Accounting, AI for Procurement, AI for Operations, AI for Legal & Compliance · People:AI for HR, AI for Recruiting, AI for Learning & Development · Product & tech:AI for Product Management, AI for Design, AI for IT, AI for Data & Analytics, AI for Security · Leading:AI for Managers, AI for Executives