AI-Driven Coding Workflows & Custom LLMs
A section for AI-driven coding workflows and training custom LLMs.
Fakhar Khan explores AI-driven coding workflows, n8n automation, and custom LLMs for developers and teams.
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AI agents are breaking the link between software users and software revenue. This piece looks at what Gartner, Deloitte and others actually say about SaaS spending, which products look exposed, which defenses hold up, and what founders and buyers can do now.
AI agents are breaking the link between software users and software revenue. This piece looks at what Gartner, Deloitte and others actually say about SaaS spending, which products look exposed, which defenses hold up, and what founders and buyers can do now.
Grok Bot works for Soft Pyramid operators when each Bot owns a repeatable outcome, not a pile of open questions. Start with read-and-prepare work, review the result, then add approved actions. Eight starter roles show how.
Humans have built machines stronger and faster than people — but not more generally intelligent. This article examines why that gap matters for prediction and control, what lab evidence actually shows, and how SME operators should set autonomy budgets without hype or panic.
Anthropic CEO Dario Amodei’s September 2026 essay argues frontier labs should pace capabilities so safety work can keep up, citing recursive self-improvement and the OpenAI-Hugging Face agent incident. This article unpacks the three-step plan and what SME operators should take from it without treating a CEO essay as settled policy.
This week’s AI discourse mixes extinction probabilities from Anthropic-adjacent researchers with familiar white-collar job panic. This article separates personal p(doom) claims from labor evidence, then outlines what SME operators should harden, redesign, and build anyway.
GPT-6 Astra is OpenAI's September 2026 frontier model for hard end-to-end work across coding, computer use, and research. This article unpacks the announcement, ChatGPT and API rollout, pricing and safety constraints, and what engineering leaders should do next.
I completed Harvard Data Science Review's Agentic AI intensive in April 2026. Here is what the A.G.E.N.T. framework taught me — and the free playbook I published for delivery teams.
What Cursor's field team teaches about moving from Tab completion to async cloud agents — and the platform pieces that help you climb the curve.
What the FDE role actually is, why enterprise AI hiring exploded in 2026, and what it means if you run a software team, agency, or client delivery shop.
What is a forward deployed engineer? Learn how embedded engineering beats traditional outsourcing for AI, Laravel, and ops-critical software—and when the FDE model fits.
OpenClaw is dominating the agent conversation in 2026: local-first autonomy, Nvidia NemoClaw at GTC, and a shift from model moats to orchestration and data. Learn what it means for your product strategy, governance, and engineering culture.
explore the Laravel AI SDK, exploring RAG techniques, AI agents, and production patterns that enhance application performance.
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