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21+ hour, 12+ min ago (113+ words) How AI helps Australian fitout companies analyse project archives, generate BoQs from drawings, track material costs and reduce quoting time by 25 to 35 percent. How Australian HVAC, plumbing and mechanical services businesses can use AI to track parts costs, automate quoting,…...
Gemini 3.1 Flash Live vs GPT Realtime 1.5: Which Voice AI Agent Should You Build With in 2026?
4+ mon, 1+ week ago (1339+ words) The voice agent landscape changed dramatically in March 2026. Google released Gemini 3.1 Flash Live on March 26, its most capable real-time voice model. OpenAI's GPT Realtime 1.5, available since late 2024, remains the incumbent. Both promise native audio-to-audio conversations with agentic capabilities. But which…...
Coding From the Fireplace: When AI Agents Run Your Tests
1+ week, 2+ day ago (864+ words) How remote AI agent development with Claude enables coding from anywhere while autonomous agents run regression tests on self-improvement loops. Real-world experience with phone-based development and 24/7 AI testing. Right now, I am sitting by my fireplace with my phone, watching…...
DeepSeek V4-Flash Beats Its Own Pro Model: Agent Benchmarks That Just Changed the Game
1+ week, 2+ day ago (899+ words) DeepSeek's budget V4-Flash API just scored 82.7 on Terminal Bench 2.1, beating V4-Pro-Preview by 14.7%. At $0.14 per million input tokens, this is the most cost-effective agent model on the market. DeepSeek just pulled off something unprecedented in AI. On July 31, 2026, the company released…...
Jensen Huang's First Tweet: Defending Open-Weight AI Models Against Washington Curbs
2+ week, 1+ day ago (568+ words) NVIDIA CEO Jensen Huang made his first X post on July 24, 2026 to defend open-weight AI models. A coalition of 25 companies including Microsoft, Meta, OpenAI, and Y Combinator signed a letter urging Washington against premature restrictions on open-weight AI, warning that…...
From Loops to Graphs: The Next Paradigm in AI Agent Engineering
2+ week, 1+ day ago (1721+ words) Graph engineering is replacing loop-based AI agents. Learn what it is, why Peter Steinberger and the OpenClaw community are shifting to graph workflows, and how to build parallel agent systems with Codex and local models. This guide includes visual infographics,…...
"I Just Ask My AI to Do It": What a Real AI Discovery Call Taught Me About Where Most Companies Actually Are
2+ week, 4+ day ago (1773+ words) After sitting down with a Sydney construction firm to map out their AI strategy, I realised most companies are stuck between bottom-up experimentation and top-down ambition. Here's what a real discovery call revealed about where Australian businesses actually stand with…...
Colibri: Run GLM-5.2 (744B MoE) on a 25GB Laptop
3+ week, 6+ day ago (497+ words) Colibri runs GLM-5.2 on a 25GB laptop via pure-C disk streaming. Architecture, benchmarks, DGX Spark support. The key point is: Colibrì is a pure-C inference engine that runs GLM-5.2, a 744-billion-parameter Mixture-of-Experts model from Zhipu AI, on a consumer machine with…...
Running a 284B AI Model on Your Desk: Our Real-World DSpark Deployment Log
1+ mon, 5+ day ago (1022+ words) We deployed DeepSeek V4 Flash with DSpark speculative decoding on 2x NVIDIA DGX Spark boxes. 49 tok/s, 1M token context, 6-way concurrency, zero API bill. Real numbers, real bugs, real fixes. The key difference from older speculative decoding methods (like MTP): DSpark's draft…...
Microsoft Just Open-Sourced the OS for AI Agents: Inside the Agent Governance Toolkit
1+ mon, 6+ day ago (865+ words) TL;DR: Microsoft dropped the Agent Governance Toolkit - an MIT-licensed, open-source framework that applies decades of OS kernel design, service mesh identity, and SRE patterns to autonomous AI agents. One pip install, any framework, sub-millisecond enforcement. It's the first toolkit…...