Kimi K3, GLM-5.2, DeepSeek V4: The Open Models Crowding the Frontier
Kimi K3, GLM-5.2, DeepSeek V4, Qwen3-Coder-Next: verified figures, prices, deployment lanes, and how to pick the best open source model 2026 for agent work.
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UiPath and the Agentic Pivot: What RPA's Reinvention Means for Automation
What is UiPath in 2026? The RPA leader's agentic pivot explained: Agent Builder, Maestro, an honest RPA-vs-agents comparison, and who should buy — or skip.
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Talk to Your Agents: Voice-Driven Development Grows Up
Voice-driven development grew up: push-to-talk hotkeys, local GPU speech-to-text, and voice-to-spec pipelines. Where dictation beats typing, plus a setup guide.
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Ten Assistants, One Boss: Running Multiple AI Coding Agents Without the Chaos
Running Claude Code, Codex, and Kimi side by side? Manage multiple AI agents with one searchable archive, fleet health alerts, and local token metering.
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What Is an Agentic Workflow? Anatomy, Patterns, and Real Examples
Learn what an agentic workflow is: the seven-stage anatomy, six core patterns, 11 real examples, and when to skip agents — from a team that runs them daily.
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Agentic CI/CD: Self-Healing Pipelines and Git When Machines Commit
Agentic CI/CD runs both ways: agents heal failing pipelines, and pipeline gates govern machine commits. Get the playbook, git rules, and adoption plan.
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Agentic Software: How AI Agents Are Turning Code Into Colleagues
What a software agent is, how agentic software actually works, and how to adopt it without chaos — architecture, lifecycle, SDLC patterns, and governance.
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MCP Explained: The Model Context Protocol for Power Users
Anthropic MCP explained for power users: how the Model Context Protocol works after the 2026 stateless spec, real client configs, security, and server builds.
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The RL Environment Gold Rush: Why Agent Gyms Are the New Training Data
RL environments are the new training data. Why labs pay for agent gyms, who sells them, and how reward hacking and benchmark contamination could sour the rush.
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Subagent Orchestration: Fleet Patterns for Daily Drivers
Subagent orchestration without framework theory: five fleet patterns — worktrees, planner/worker, skeptic pairs, swarms, background agents — with real setups.
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Spec-Driven Development: From Vibe Coding to Contracts Your Agents Can Ship
Vibe coding broke at review time. Spec-driven development fixes it: a four-artifact stack, one full worked example, real tooling, and metrics that prove it.
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When SWE-bench Saturates: Reading Agent Benchmarks in 2026
SWE-bench Verified is saturating — open models post 78–93%. What scores still predict, how vendors dress them up, and a checklist for reading agent benchmarks.
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Understanding Anthropic: The Company Betting Everything on Agents
Anthropic explained for builders: the founders, the safety strategy, Claude Fable 5 and Mythos 5, MCP, real critiques, and how to bet on the agent-first lab.
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DeepSeek V4 Migration Guide: Life After V3 and R1
DeepSeek deprecated V3 and R1 on July 24, 2026. Migrate to DeepSeek V4 Pro or Flash with real config swaps, an eval-first sequence, and a rollback plan.
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Token Plans Decoded: What Heavy AI Users Actually Pay in 2026
AI subscription plans decoded for heavy users: Claude Max, ChatGPT Pro, Copilot's new AI credits, Chinese flat plans, and the math that picks your stack.
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The Anthropic API and Console: A Builder's Guide
Master the Anthropic Console: mint an API key, make streaming Claude calls in Python and TypeScript, cut costs with caching, and ship a small agent service.
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Chinese AI Models for Agent Work: DeepSeek, Qwen, Kimi, GLM
Kimi K3, GLM-5.2, DeepSeek V4, and Qwen3-Coder-Next: a lab-by-lab guide to Chinese AI models for agent work, covering capability, licenses, access, and trust.
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GLM-5.3: Zhipu's Post-Training Leap and the Two-Week Weights Wait
Zhipu shipped GLM-5.3 on August 14 through the GLM Coding Plan, with weights two weeks out. What the vendor claims, what's verified, and how to try it today.
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