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Swarm Intelligence: Understanding Kimi Agent Swarms
Swarm Intelligence: Understanding Kimi’s Multi-Agent SystemHow one orchestrator turns hundreds of AI agents…
The middle of the org chart is where AI cuts first.
Why experience no longer guarantees safety and judgment is becoming the new seniority.The comforting story…
AI Is Changing the Rules of Business
What Manus, DeepSeek, and Kimi reveal about a new era of growth. Where companies optimize for capability and…
I Used Git Wrong for Years — These 7 Lessons Changed Everything
The difference between surviving Git and mastering it comes down to a few surprisingly simple habits.From…
Inside the Final Layer: Logits, Sampling, and Structured Outputs in LLMs
How raw model scores become words, valid JSON, and filtered responses one token at a time.Most people treat…
Before ChatGPT “Went Rogue,” What Was It Asked to Do?
OpenAI’s models breached Hugging Face during a cyber evaluation. The missing prompt may be the most…
Building a Multi-Agent Workflow That Ships Code Without Me Watching It.
After recent research showed AI agents would blackmail engineers to avoid shutdown in honeypot scenarios, I…
From Two Agents to Four: A Test-Writer, a Verifier, and a Registry over A2A
Structured JSON data Parts, a subprocess pytest verifier, deterministic overrides in reviewer_graph.py, and…
How I Design Prompts Using Google’s Agent Platform
A practical framework for briefing AI like a team member and getting work you can actually use.I studied…
Behemoth among the strongest open-weights models.
Inkling: The new open-weights model.Continue reading on Generative AI »
How I Cut a 14-Day Local LLM Classification Job to 87 Hours
The smarter AI pipeline knows when not to call the AI.Image created by the author using Midjourney63,053…
Most AI Agents Don't Fail During Execution. They Fail Before Deployment.
Most AI Agents Don’t Fail During Execution. They Fail Before Deployment.Why evaluation criteria, feedback…
Gamma scaled like a bootstrapper, and indie hackers should steal the playbook.
How a 30-person company reached $100M ARR through obsessive onboarding, founder-led distribution, and…
All Frontier AIs Are Equal. Some Are More Equal Than Others.
A story about relaxed safeguards, broken sandboxes, and the AI models that learned which rules…
Hard Interrupt: You’re the Collateral in Someone Else’s Chess Game
Welcome to the age of coopetition.Partners one week, plaintiffs the next. You’re the collateral!…
Claude Code Is Optimizing for the Wrong Goal. Anthropic Finally Proved It.
The real objective isn’t solving your problem — it’s making your test suite happy. Anthropic’s own…
Building a Hybrid RAG Pipeline for Meal Search: Postgres, pgvector, and the Retrieval Problem…
Building a Hybrid RAG Pipeline for Meal Search: Postgres, pgvector, and the Retrieval Problem Nobody…
What’s new in Kimi K3, a 2.8T parameter model.
Understanding Kimi K3’s architecture and what actually changed from K2.Source: Image by the author,…
How to Generate AI Images and Videos in ChatGPT and Claude with Topview MCP
This is a detailed guide to generating high-quality AI videos inside chatbots using Topview’s MCP.Sample AI…
Kimi K3 Can Build a 3D Game. That Is Not the Part That Excites Me.
What surprised me most was how it used an uploaded screenshot to create characters that actually belonged in…
The Intentional Latitude of Rules
Why wise models — and wise people — demand it more than the simply trainedContinue reading on Generative…
Why I Switched from Ollama to LM Studio for Local LLMs on Windows
Faster inference via llama.cpp, VRAM-fit badges, GUI parameter control, MCP integrations, and a way to reuse…
The Prompt Injection Problem: Why Enterprise AI Chatbots Are One Sentence Away From Disaster
How a single malicious instruction can turn enterprise AI into an insider threat.IntroductionArtificial…
12 AI Most Important Concepts Explained for Marketers in Just 20 Minutes
The essential AI concepts every marketer needs to work smarter, create better, and stay ahead.Understanding…