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- Importance of Agent harnesses 👨💻
Importance of Agent harnesses 👨💻
🦾Plus: 🤖 Amazon brings Alexa+ to the web
In partnership with
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
📋25 Best Project Management Tools in 2026
💻The Next Two Years of Software Engineering
🔁 Compound Engineering: The Next Paradigm Shift
🧠Claude Code's Hidden Multi-Agent Orchestration
🚗 Nvidia’s open-source AI for self-driving cars
🏥 40M+ people use ChatGPT daily for health advice
💡 AI Tutorial:How to find the best shopping deals with ChatGPT
🤖 AI Tools and Data Tools to checkout
An Agent Harness is the infrastructure that wraps around an AI model to manage long-running tasks. It is the system that governs how the agent operates. Agent harnesses turn vague, multistep agent workflows into structured data that can be logged and graded to improve systems.
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Efficient project management is critical for teams aiming to meet deadlines, stay organized, and optimize workflows. With the growing demand for advanced tools, here are the 25 best project management software solutions for 2026, complete with their standout features and descriptions:
Change is the only constant. Keep a finger on technology trends to avoid being caught off-guard by hype or doom. Update skills, diversify abilities, and focus on uniquely human aspects to stay in the loop. There will always be demand for engineers who think holistically, learn continuously, and drive technology toward solving real problems.
Compound engineering is a fundamental shift in mindset where developers go from code writers to system orchestrators. Throughout 2025, the engineering community embraced AI-assisted coding with enthusiasm. Tools like Claude Code, Cursor, and GitHub Copilot became ubiquitous, and developers celebrated productivity gains of 30-70% compared to traditional workflows.
The Claude Code team has been hiding something powerful. Buried inside the official codebase is a complete multi-agent orchestration system - fully built, extensively tested, just waiting behind a single disabled function. But this open-source project, CC Mirror, unlocks what might be the cleanest agent coordination framework you'll find: no extra dependencies, no new abstractions, just pure task decomposition with blocking relationships and background execution.
Q4 is the perfect window to turn this year’s numbers into a clear, actionable forecast aligned with your goals. Set your business up for a stronger 2026 with BELAY’s new guide.
👨💻 Data Tools, Libraries
Beads - Git-backed memory system for AI coding agents. It replaces messy markdown plans with a dependency-aware graph, allowing agents to handle long-horizon tasks without losing context.
Bridle - A config manager for agentic harnesses. It lets you create, switch, and sync configuration profiles across AI coding agents like Claude Code, OpenCode, Goose, and Amp.
Sub-Agents Directory - Open-source curated collection of 100+ sub-agent prompts and MCP servers for Claude Code. It has ready-to-use prompts for dozens of frameworks and languages, like Next.js, React, Python, and more.
AI News:
Amazon has launched an Alexa.com site for Alexa+ Early users, bringing its upgraded AI assistant to the web for the first time. The rollout, announced at CES, expands Alexa+ beyond Echo devices and the mobile app, positioning it more directly against chatbots like ChatGPT and Gemini.
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Autonomous vehicles are about to get a lot smarter. Nvidia just launched Alpamayo at CES 2026, a new family of open-source AI models and tools designed to help autonomous vehicles reason through complex driving scenarios like a human would.
Watch out, Amazon. eCommerce logistics startup Stord has bought CEVA Logistics subsidiary AI fulfillment platform Shipwire for an undisclosed amount. The deal, which closed January 1, adds 12 new locations to Stord’s growing logistics network and about 60 new employees.
Boston Dynamics' Atlas humanoid robot is entering production. The first companies to receive deployments will be Hyundai and Google DeepMind. The final version of Atlas can work autonomously, via a teleoperator, or with a tablet steering interface, and perform a wide array of industrial tasks. It has a reach of 7.5 feet and can lift up to 110 pounds.
OpenAI just released a new report revealing that over 40M people globally turn to ChatGPT for health information daily, with over 5% of all messages now related to healthcare topics. Common uses include symptom checking, decoding medical jargon, spotting billing errors, and preparing for doctor visits.
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AI Tutorial
How to find the best shopping deals with ChatGPT
Go to ChatGPT and sign in.
Click the plus button > Shopping Research > enable
Describe what you're looking for in a prompt
Sample Prompt: “I want to buy a laptop under $1,200 for work and light video editing. Prioritize performance, battery life, and build quality. Compare the best current deals across major retailers, explain the trade-offs between options, and recommend the best overall pick with 1–2 strong alternatives.”
Answer follow-up questions about your budget, specs, preferences, and how you’ll use the product.
Review the results and choose your best option, click through to the retailer, and complete your purchase
🔥Top AI tools to increase productivity:
Nectar AI is an AI companion platform where users can create and roleplay
FeatureShark is an all-in-one platform designed to revolutionize how you collect and manage customer feedback.
BeadPattern, AI-powered perler bead pattern maker with smart color matching.
Brandmaven is a brand intelligence platform for marketers, powered by AI.
SEOzilla - Let AI Transform Your SEO: Publish Articles That Rank Every Day
SellerPic is an AI SaaS platform purpose-built for e-commerce sellers
Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images
Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS
View our database of all the best AI tools for your needs: aitoolsup.com
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