@codingscape

The anti-consultancy. You don't need 250 engineers. You need 25 of ours.

Remote
Joined May 2018
AT&T routes 40% of its employee AI requests to open-weight models. For most companies, US open models are the safer default. Chinese models fit only internal work you host yourself, if at all: eu1.hubs.ly/H0zfW-M0 #ai #llms #openweights #modelrouting #deepseek #opensourceai
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Brainlabs rolled out Claude to 1,000+ marketers. Four weeks later, employees had ~400 skills of their own. Here’s how Claude, ChatGPT, Copilot, and Gemini compare on price, security, and fit: eu1.hubs.ly/H0z30H-0 #ai #aiagents #claudecowork #chatgpt #copilot #gemini
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AT&T uses hybrid AI to send 40% of employee AI queries to open models. That saves them a lot of money on frontier lab APIs. Start thinking about hybrid AI at your company: eu1.hubs.ly/H0yVf2f0 #ai #llms #hybridai #openweights #modelrouting #aiinfrastructure
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Stripe’s AI agents (Minions) produce more than 1,000 merged pull requests a week. Here's how software factories work, why some fail, and where engineering leaders can start: eu1.hubs.ly/H0yvrjp0 #ai #softwarefactory #aiagents #aicodereview #minions
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Building a Claude Skill takes minutes. Refining them takes longer. Here’s how to build Claude Skills for work: eu1.hubs.ly/H0ylwRg0 PS. You can start to learn about Skills fast by asking Claude to build one with you right now. #ai #claude #claudeskills #mcp #aiagents
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Uber blew through its 2026 AI budget in four months. LLM model routing is how it got spend back under control while weekly usage grew 7x. Here's how Uber, AT&T, and Ramp cut AI costs 30–56% with model routing: eu1.hubs.ly/H0y99K60 #ai #llms #tokens #aicosts #openllms
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Open-weight LLMs beat some leading frontier models in performance and cost much less per token. API prices up to 57x lower than frontier models from Anthropic and OpenAI. Full comparison: eu1.hubs.ly/H0x_4QB0 #ai #llms #openweight #openllms
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AI-generated code output jumped 20–50% almost overnight while review capacity, test infrastructure, and deploy cadence stayed put. Finished code piles up between "written" and "shipped." Here's how to ship more AI-generated code with fewer rollbacks: eu1.hubs.ly/H0xPLxd0
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Everyone is talking about loop engineering while some software engineers say it's just cron jobs and decades-old practices with new AI branding. Read more here: eu1.hubs.ly/H0xL3hL0 #ai #loops #loopengineering #graphengineering #agents #aicode
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Kimi K3 topped Frontend Code Arena this summer, ahead of Claude Fable 5 and GPT-5.6 Sol. It costs a fraction of what the frontier charges. Here's the growing case for open-weights AI in 2026: eu1.hubs.ly/H0xyHy00 #ai #llms #openweights #opensource #kimik3 #tokens #aicosts
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The hottest job in tech right now is forward deployed engineer (FDE). AWS, Microsoft, OpenAI, Anthropic, and the Pentagon just spent ~$9 billion building armies of them. Read more here: eu1.hubs.ly/H0xryyk0 #fde #openai #anthropic #engineer #dev #services #consultants
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Most headlines on AI at work are about productivity. But there's social impact behind all the AI-generated output. - What AI psychosis looks like in founders and CEOs - Five habits that erode trust - Personal and team habits for heavy AI use Read more: eu1.hubs.ly/H0xgl580
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Meta employees burned 73.7 trillion tokens in a single month with no obvious ROI. That's roughly $221M a month or $2.65B a year. Obviously tokenmaxxing isn't the way. Here's how engineering teams get AI costs under control and find ROI: eu1.hubs.ly/H0x4Rl80
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Claude Team or Claude Enterprise? Shorter answer than you'd think: -Under 150 people, no heavy compliance reqs→ Team (you still get SSO) -Need SCIM, audit logs, or HIPAA required? → Enterprise Pricing is critical too. 💸Here's the full breakdown: eu1.hubs.ly/H0wY9Dz0
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Fable 5 is back online until July 12. Its higher-capability sibling, Mythos 5, has been powering Project Glasswing since April, Anthropic's coalition with AWS, Apple, Cisco, JPMorganChase, and 150+ other organizations. 🔓Full breakdown here: eu1.hubs.ly/H0wMJ4s0
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Anthropic's Mythos preview found bugs that decades of audits and fuzzing missed, including one it exploited with zero human help. Old code isn't safe code anymore. Full breakdown here: eu1.hubs.ly/H0wB_yk0 #cto #ciso #cybersecurity #anthropic #mythos #redteam
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Mythos-class models are out. Anthropic released one as Fable 5 this week. Here's what it means for security teams: eu1.hubs.ly/H0w5jC40
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Anthropic's Mythos found a 27-year-old bug in OpenBSD. Vulnerabilities in every major browser. A 16-year-old flaw in FFmpeg that automated tools had hit 5 million times. 99% of the vulnerabilities are still unpatched. Here's what CTOs need to do: eu1.hubs.ly/H0vZpbX0
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Is RAG dead? Not yet. But one of the companies that built the space is now betting against it. So where does that leave RAG? Still alive – but no longer the default. Here's when it still makes sense to use RAG: eu1.hubs.ly/H0vw0CB0
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