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Deep tech trends, AI engineering, and digital transformation insights from the HarmonyX team.
16 results
Agent = Model + Harness: the layer doing the real work
Your AI results depend less on which model you picked than on the software wrapped around it. Here is what a harness is, why it decides more than the model does, and the questions to ask before your next AI purchase.
The 2026 harness landscape: Claude Code, Codex, Pi and the pack
The AI coding harness market split into camps in 2026 — the complete runtime, the autonomy machine, the enterprise default, and the minimal challenger you can reshape. A field guide to who's who and which one fits your team.
Loop engineering: how teams actually tune an AI harness
Stop prompting your agent and start engineering the loop that prompts it. The concrete patterns teams use to turn an unreliable AI agent into a dependable one — instruction files, hooks, the ratchet, and planner/evaluator splits.
Pi and the "primitives, not features" bet
Most coding agents race to add features. Pi went the other way — four tools, a system prompt under 1,000 tokens, and everything else opt-in. Why a deliberately minimal open-source harness passed 62,000 GitHub stars, and what its bet teaches everyone else.
What the AI harness era means for your business
If the harness matters more than the model, your AI strategy changes. Where value actually accrues, how to think about build-versus-buy, and the questions a leader should be asking instead of "which model are we using?"
Attack Surface Management — How AI-Augmented Discovery Finds the Assets Your CMDB Missed
CMDBs drift the moment engineers ship — shadow subdomains, M&A integrations, and decommissioned portals still live in DNS. AI-augmented ASM closes that gap before attackers find it first.
AI Update — April 2026: What Shipped, What Got Safer, and What Engineering Teams Should Watch
A focused recap for engineering leaders: frontier model releases, long-context in production, agentic discipline, safety developments, and the one operational change engineering teams should make now.
Before You Ship That AI Feature: A Practical Pre-Launch Security Review
Shipping an LLM-powered feature without a security review is not a calculated risk — it is an undiscovered incident waiting to happen. Here is how to run the review that actually catches what matters.
Best GPU for AI Training in 2026: A Practical Decision Guide
Blackwell is finally shipping at volume. But finding chips, matching them to your workload, and clearing export controls are three different problems. Here is what 2026 actually looks like.
Claude Design: What Anthropic's AI Design Tool Means for Product Teams in 2026
Anthropic's Claude Design adds AI to the design workflow at the reasoning layer, not just generation. Here is what product teams and founders need to know before it reshapes design-to-code handoff.
EU AI Act in 90 Days: A Prep Playbook for Vendors Selling into Europe
The EU AI Act's high-risk rules go live in August 2026. Vendors with European customers — wherever you are headquartered — have one quarter to get audit-ready. Here is the 90-day plan we run with enterprise clients.
The State of eKYC in 2026: What Actually Ships
Deepfake-resistant liveness, NFC passport reads, and national identity wallets are leaving pilots and going live. Here is what banks, insurers, and fintechs across major markets are putting into onboarding this year.
Thailand's AI Act in Practice: a compliance map for enterprise teams (April 2026)
Thailand's AI Act took effect on 1 March 2026. It sits on top of PDPA and the PDPC's draft AI guidelines. Here is the first compliance map — and a 90-day readiness sprint.
The Future of Agentic AI in Enterprise Operations
Autonomous AI agents are reshaping enterprise workflows in 2026. From supply chain to finance, agentic systems have left the lab.
EU AI Act & PDPA Compliance — A Practical Guide for Thai Enterprises
The EU AI Act takes full effect in August 2026, and Thailand's PDPA is being enforced more strictly. AI governance is no longer optional. Here is how to prepare.
Beyond Headless: Why Composable Commerce is the Enterprise Standard
Headless e-commerce was a milestone. Composable commerce is the destination — modular, API-first, and built to ship features in weeks, not quarters.
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