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Reflections on Software Engineering in the Age of AI

A senior software engineer reflects on how AI has transformed the development workflow, shifting from hands-on coding to supervising AI-generated code, leading to a decline in creativity and skill, and raising concerns about the industry's future: lack of junior developer pipeline and drying up of public knowledge bases.

Hacker News AIAgents / PolicyIn-site article
Show HN: Howmuchwater.ai

An interactive website comparing the water footprint of activities like beef burgers and AI queries, showing virtual water consumption per item.

Hacker News AIResearchIn-site article
The Collaboration Layer for AI Intelligence

Gitix.ai is a platform for creating, sharing, and evolving AI prompts and skills with version control, covering numerous categories and showcasing trending prompts like security scanners and document generators.

Hacker News AIAgents / Chips / ResearchIn-site article
Are You Recommended by AI?

A tool called "Mentioned" tells you if you are recommended by AI.

Hacker News AIToolsIn-site article
Australian with retirement savings? You probably own SpaceX

Tech and AI stocks now make up as much as 12% of most balanced superannuation funds, experts say. The 'magnificent seven' – Nvidia, Alphabet, Apple, Microsoft, Amazon, Meta, and Tesla – are increasingly part of super portfolios, unbeknownst to most Australians.

The Guardian AIChips / StartupsIn-site article
Show HN: I built an AI fence visualizer

FencePreview is an AI tool for fence contractors that generates photorealistic fence previews from a yard photo in ~30 seconds, helping close deals faster. It supports multiple materials and allows precise control over fence placement, including matching actual product photos.

Hacker News AIPolicyIn-site article
Prosecutors used ChatGPT logs as evidence in the Palisades fire trial

In the trial for a New Year's Day 2025 arson that became one of LA's deadliest wildfires, prosecutors introduced ChatGPT logs alongside location data and footage. The jury deadlocked 10-2 in favor of the defense, leading to a mistrial. One juror said she was 'angry' that ChatGPT use was portrayed as a character flaw.

The Verge AIPolicyIn-site article
Sequence Agentic: Money Movement for AI Agents

Sequence is a platform designed to enable AI agents to move money autonomously. Launched on Product Hunt, it sparks discussion on AI-finance integration.

Product Hunt AIAgents / RoboticsIn-site article
Google limits Meta's use of its Gemini AI models

Google has imposed limits on Meta's use of its Gemini AI models because Meta sought more computing capacity than Google could provide, disrupting some Meta AI projects. Other clients also affected, but less severely.

Hacker News AIModels / Chips / ResearchIn-site article
Revenue at Risk from AI Displacement

This working paper introduces Revenue at Risk from AI Displacement (RaR-AID) as a defined financial exposure category and provides a structured calculation methodology. Based on empirical data from 1,427 brand probes across ten industries and four AI platforms, it finds that 87.3% of brands are displaced by competitors in multi-turn AI buying conversations, and 75.7% of brand facts are not used in decision turns. The paper argues that RaR-AID constitutes a material board-level risk.

Hacker News AIResearchIn-site article
The origins of the school system aimed to produce independent, critical thinkers

Two hundred years ago, Prussian philosopher Wilhelm von Humboldt created the first public education system with the core concept of 'Bildung' — helping students realize their inner potential to become independent, critical thinkers. As the system spread globally, this key idea may have been lost.

Hacker News AIResearch / RoboticsIn-site article
Denoising Voice Recordings On-Device

A detailed look at how Duration.ai brings real-time voice denoising to smartphones using an open-weight model, achieving results close to paid cloud services.

Hacker News AIChipsIn-site article
Show HN: Genius AI Detector

A satirical AI detection tool that humorously claims 100% accuracy by checking for em-dashes and antithetical parallelism, mocking the flaws of real AI detectors.

Hacker News AIPolicy / ResearchIn-site article
GhostGrid drift detection and edge tamper evidence via Ed25519

GhostGrid absorbs adversaries into hallucinated infrastructure; ABX seals every agent decision into an Ed25519-signed, tamper-proof ledger for real-time drift detection and verifiable security.

Hacker News AIAgents / Policy / RoboticsIn-site article
Pelican playing a violin. How to create SVGs with AI

This article describes a method to create SVG icons using AI: first generate PNG images with an SVG-like style, then convert them to SVG using a specialized tool (vectorizer.ai). The author emphasizes using Codex and a two-phase process of prompt optimization and image generation.

Hacker News AIAgentsIn-site article
Cate Blanchett is taking on AI

Cate Blanchett launches a free website to help people protect their identity from AI systems, continuing her crusade against unregulated AI use.

Hacker News AIPolicyIn-site article
AgentWatch: Prevent Runaway AI Agents with Runtime Budget Enforcement

AgentWatch is an edge service that prevents AI agents from running wild by enforcing session budgets, detecting loops, and providing configurable failover. Integration requires only a base URL change and key combination, no SDK. Supports major providers like OpenAI and Anthropic. Pricing includes Free, Pro, and Enterprise tiers.

Hacker News AIAgents / PolicyIn-site article
The Sequence Radar #885: Last Week in AI: Models, Games, and the Future of Evaluation

This week in AI saw OpenAI release GPT-5.6 with tiered models and safety architecture, Anthropic introduce Claude Tag for structured collaboration, General Intuition raise $320M for action-model training, and the LayerLens Stratix Cup evaluate models through soccer. Numerous research papers and tech releases also made headlines.

TheSequenceModels / Agents / ChipsIn-site article
Software Taste vs. Slop in the Age of AI – TWSoftwareDev26

The article argues that software quality depends on 'taste'—the deep understanding and elegance that makes software a joy to use—not just correctness. With AI generating code at scale, the risk of technically correct but soulless 'slop' rises. Spec-driven development can help if specs capture taste, not just requirements. The role of engineers shifts from writing code to articulating wisdom. Junior developers need new paths to build judgment through real-world iteration.

Hacker News AIAgents / PolicyIn-site article