ai
Designing Verifiable AI Pipelines: Lessons from Market Research
JJordan Ellis
•2026-05-14untied.dev
Curated programming tutorials, tools, libraries, and guides for developers - practical resources, code snippets, and workflow tips to accelerate projects.
automation
Building Platform-Specific Agents with a TypeScript SDK: Patterns and Anti-Patterns
EEvan Mercer
•2026-05-13
career
How to Vet Online Software Training Providers (So Your Team Doesn't Waste Time)
AAvery Bennett
•2026-05-12Latest Articles
microservices•
9 min read
Decoupled Architecture Migration Guide: From Monolith to Microservices with CI/CD, Kubernetes, and DNS Best Practices
A practical guide to splitting a monolith into services with CI/CD, Kubernetes, DNS hygiene, and cost-aware observability.
U
Untied Dev Hub Editorial2026-05-12
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quantum•
23 min read
Efficiently Simulating Noisy, Shallow Quantum Circuits on Classical Hardware
A practical guide to simulating noisy shallow quantum circuits with truncation, tensor networks, and noise-aware approximation.
E
Ethan Mercer2026-05-11
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View on Amazonquantum•
24 min read
What Noise-Limited Quantum Circuits Mean for Quantum Software Engineers
A developer-first guide to the EPFL paper: why noisy QPUs favor shallow circuits, not deep ones.
D
Daniel Mercer2026-05-10
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Samsung Galaxy Tab A11+, Android Tablet, AI Features, Sleek and Modern Design, 11 Inch 90Hz Display, 128GB Storage, 6GB Memory, With Dolby Quad Speakers, Grey, 3 Year Extended Warranty (UK Version)
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security•
23 min read
Triage Playbook: Prioritizing Security Hub Findings for Development Teams
A practical Security Hub triage matrix mapping AWS control IDs to developer actions, SLAs, and CI gates.
A
Alex Mercer2026-05-09
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Google Fitbit Air - Screenless Activity Tracker with Fitness, Heart Rate, and Sleep Tracking - Works with iOS and Android - Obsidian + Fitbit Air Active Band - Obsidian, Large
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cloud•
22 min read
Automating Remediation for AWS Foundational Security Best Practices
Learn how to turn AWS Security Hub findings into CI gates, Lambda fixes, Terraform drift remediation, and safe rollback flows.
D
Daniel Mercer2026-05-08
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ai•
20 min read
Cut Code-Review Costs: Building a Model-Agnostic LLM Pipeline with Kodus
Learn how to cut code-review spend with Kodus using BYO keys, hybrid models, and token-aware review rules.
D
Daniel Mercer2026-05-07
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Sonos Roam 2 | Lightweight Portable Waterpoof Speaker with Bluetooth, WiFi, 10 hour battery life and Voice Control for Home and Outdoor Use - Black
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ai•
25 min read
Deploying Kodus AI at Enterprise Scale: Architecture and Governance
A production-ready guide to deploying Kodus AI with RBAC, secrets, observability, scaling, and compliance controls.
D
Daniel Mercer2026-05-06
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hardware•
21 min read
How Software Teams Should Work with PCB Manufacturers for EV Projects
A tactical guide for shortening firmware-to-PCB feedback loops in EV projects with versioning, fixtures, MTAs, and supply-chain risk controls.
A
Avery Cole2026-05-05
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embedded•
25 min read
Firmware and Software Pitfalls When Targeting EV PCBs
A deep dive into how EV PCB thermal, vibration, and HDI choices reshape firmware design, testing, and tooling.
D
Daniel Mercer2026-05-04
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TENA Discreet Maxi Night, Incontinence Pads for Women, Specifically Designed for Night Time Protection with Wider Back and Extra Length, 48 Count (Pack of 8 x 6),packaging may vary
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tools•
24 min read
Kumo vs LocalStack vs Moto: Which AWS Emulator Should Your Team Use?
A pragmatic AWS emulator comparison of Kumo, LocalStack, and Moto for local testing, CI reliability, service coverage, and cost.
E
Evan Mercer2026-05-03
testing•
23 min read
Running a Realistic Local AWS: CI Strategies with kumo
A practical CI/CD playbook for using kumo to emulate AWS locally with isolation, persistence, startup tuning, and hybrid test strategies.
E
Ethan Mercer2026-05-02
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Vileda H2PrO Flat mop system - Revolutionary clean and dirty water separation - Water-saving design - Compact storage - Ergonomic handle - Microfibre power - Can be used one-handed
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Event Tech•
21 min read
What Motorsports Circuits Teach Dev Teams About Scaling Fan-Facing Digital Experiences
A deep-dive on how motorsports circuits model scalable, resilient fan experiences with AR/VR, live data, streaming, and event-driven systems.
J
Jordan Mercer2026-05-01
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View on AmazonAI•
20 min read
Using Gemini for Textual Analysis in Production: Integration Patterns and Pitfalls
A production guide to Gemini for summaries, classification, semantic search, caching, privacy, and drift monitoring.
A
Avery Collins2026-04-30
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internet•
12 min read
Navigating the AT&T Fiber Deal Landscape: A Developer's Guide to High-Speed Internet
How developers can evaluate AT&T Fiber deals to boost remote coding, CI/CD, and cost-efficiency with practical architecture and negotiation tips.
J
Jordan Tate2026-04-29
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cloud computing•
13 min read
AI Capabilities and Regional Clouds: The Growing Need for Sovereignty in Data Management
How AI magnifies data sovereignty needs and practical patterns for developers using regional clouds and compliant architectures.
A
Alex Navarro2026-04-28
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Game Development•
13 min read
Addressing Game Performance: The Mystery Behind DLC Impact
How DLC triggers surprising game performance issues—and practical developer techniques to optimize APIs, asset streaming, and launches.
A
Ava Mercer2026-04-27
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Game Development•
15 min read
The Rise and Fall of Bully Online: Lessons from the Mod Community
Lessons from Bully Online: how legal risk, governance, and licensing break or sustain mod communities.
A
Alex Mercer2026-04-26
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Anker USB C to USB C Charger Cable, New Nylon (6 ft/1.8m, 2-Pack), 60W (3A) for iPhone 17/16/15, iPad Pro, Samsung Galaxy, MacBook Pro,and More
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14 min read
How Tariffs are Shaping the Future of AI Chip Development
How tariffs and export rules are reshaping AI chip availability, costs, and developer strategy — actionable guidance for engineering teams.
A
Avery Lang2026-04-25
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Wearables•
12 min read
Mentra's Open-Source Smart Glasses: A Game-Changer for Developers
How Mentras open-source smart glasses reshape app development, tooling, and monetization for the wearables era.
A
Alex Mercer2026-04-24
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Mobile Development•
14 min read
Unpacking the Performance Potential of MediaTek's Dimensity Chips for Mobile Developers
Practical deep dive for mobile devs: how MediaTek Dimensity hardware affects app design, ML, graphics, and optimization strategies.
A
Ari Morgan2026-04-23
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View on AmazonMobile Development•
12 min read
Navigating the Android Beta Experience: A Guide for Developers
Practical roadmap for developers to use Android 16 beta for early testing, CI/CD, and safe feature rollouts.
A
Alex Mercer2026-04-22
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View on AmazonEmbedded•
16 min read
Why EV Software Teams Should Care About PCB Design Constraints in Embedded Development
EV PCB constraints shape firmware, diagnostics, OTA updates, and safety—here’s how software teams should design around them.
A
Avery Cole2026-04-21
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Emerging Technology•
16 min read
Brain-Computer Interfaces: Transforming Developer Interactions with Software
How BCIs can reshape developer workflows, integrate with AI, and the ethics teams must address.
M
Morgan Ellis2026-04-21
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DevSecOps•
27 min read
From Local AWS Emulation to Security Coverage: A Developer's Guide to Testing Against Security Hub Controls
Use lightweight AWS emulation in CI to test app behavior early, then map those checks to Security Hub controls for shift-left security.
D
Daniel Mercer2026-04-20
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Cloud Hosting•
14 min read
Building Resilience: Insights from Meta’s Data Center Enforcement Actions
How IT teams should respond to enforcement at data center construction sites—compliance playbooks, vendor clauses, and inclusive hiring as resilience.
R
Riley Brooks2026-04-20
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View on AmazonDevTools•
25 min read
Build a Local AWS Sandbox for CI: Fast, Persistent, and No-Credentials Testing with Kumo
Build a fast, persistent local AWS sandbox with Kumo to replace flaky cloud tests and improve CI, dev, and device workflows.
A
Alex Mercer2026-04-19
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DevOps•
13 min read
The UX/UX Paradox: Navigating Software Bugs While Enhancing Developer Experience
A pragmatic guide to balancing rapid delivery, inevitable bugs, and resilient UX through better DevX, testing, and observability.
J
Jordan H. Mercer2026-04-19
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automotive•
19 min read
What software engineers should know about rising PCB complexity in electric vehicles
How denser EV PCBs reshape software: latency, signal integrity, cross-domain testing, and SW/HW collaboration.
J
Jordan Mercer2026-04-18
Logistics•
12 min read
Egypt's New Semiautomated Terminal: Revolutionizing Trade and Supply Chains
How Egypt’s semiautomated terminal speeds trade, reshapes regional logistics, and offers practical lessons for tech-driven port modernization.
O
Omar El-Sayed2026-04-18
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16 min read
Firmware for EV PCBs: designing for thermal stress, vibration, and long-lived reliability
A deep-dive guide to EV firmware design for thermal stress, vibration, OTA safety, watchdogs, and long-lived reliability.
J
Jordan Hale2026-04-17
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devops•
26 min read
Reproducible integration tests with Kumo and Docker Compose: patterns that actually work
A practical Kumo + Docker Compose guide for deterministic fixtures, persistence, and flaky-free AWS emulator tests.
A
Avery Grant2026-04-17
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AI•
12 min read
Navigating the Chip Dilemma: How AI Demands Are Shaping Production Strategies
How AI demand is reshaping chip production and what smaller companies can do to compete with giants like Apple and NVIDIA.
R
Ravi Menon2026-04-17
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View on AmazonObservability•
25 min read
From racetrack telemetry to production observability: applying motorsports analytics to distributed systems
Apply motorsports telemetry patterns to observability: latency budgets, event streams, dashboards, and incident response that actually work.
J
Jordan Lee2026-04-16
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aws•
22 min read
Local-first AWS: how lightweight emulators like Kumo change CI/CD testing
How Kumo's no-auth AWS emulation makes CI/CD tests faster, cheaper, and far more reproducible than cloud-dependent suites.
M
Maya Chen2026-04-16
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iOS•
12 min read
Why Slow iOS Adoption Rates Could Shape Developer Strategies in 2026
Slow iOS 26 adoption is reshaping priorities—measure cohorts, use feature flags, and optimize across OS versions to protect reach and performance.
A
Alex Mercer2026-04-16
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Security•
19 min read
When Developer Analytics Become a Scorecard: Ethics & Architecture for AI-Powered Performance Measurement
How AI developer analytics can improve engineering without turning into surveillance, and the architectures that protect trust.
D
Daniel Mercer2026-04-15
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Leadership•
20 min read
Designing Developer Metrics that Improve Performance — Without Crushing Morale
A practical guide to developer metrics, DORA, SLOs, and calibration that boosts performance without turning reviews into fear.
D
Daniel Mercer2026-04-15
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