AI 124
- Before You Fine-Tune a Jev-Style Model, Write Down the Baseline
- Godot Avoidance Stops Forwarding Velocity After Arrival
- RAG vs. Jev + RAG: Why Ranking Is Not Answerability (and the 5 Vector Indexes That Feed It)
- Godot Editor Preview Is Not Runtime Scene Evidence
- The Software Factory Is a Queue, Not a Commit Counter
- Krita Color Smudge changes what brush spacing means
- Godot's Physics Time Keeps the Slowest Step, Not the Sum
- BlenderProc's depth flag changes the measurement pipeline
- OpenShell's auto-approval sees new methods, not wider paths
- Cloudflare OS simulates approvals, but never for MCP writes
- In my rerun, Headroom saved 0 tokens on its GSM8K eval prompts
- Microsoft Agent Framework Harness Defaults Vary by Language
- D-073 Makes Each Proposal's Commit Gate Traceable
- Octop's Shell Guard Logs Risky Matches; POSIX Root Is `/`
- TypeSafe's routing verdict hinges on the price ratio
- Octop's shell guard flags curl | bash, then runs it anyway
- mini-AGI's forgetting fix is measured on reading, not on chat
- GameDevBench's 68.8% top score is the only strictly confined row
- Context Engineering Is the Missing Layer Between Your Agent and Its Memory
- Jev shrinks the browser-agent decision loop for faster actions
- The Sealed Lighthouse Passed 52 Checks Without Proving Fun
- MEX on macOS Broke Before Project Memory Even Loaded
- open-code-review protects Octave only if you type a space
- Orca's privacy page survives 82 of its 83 telemetry events
- Moli's efficiency map blends two runs its own bench keeps apart
- CodeBurn's $15 hard cap denies tools when it could stop Claude
- OpenOcta's LICENSE is GPL-3.0 again, its README says Apache-2.0
- AIO Sandbox Asks Docker to Drop Seccomp Before It Sandboxes
- LLM Space guards plugin settings with 0600 but not its API keys
- OpenConnector Declares Its Own Defaults Out of Scope
- MCP for Unity Ships a Drift Check No Workflow Ever Runs
- SoL-Pi's Capability Floor Is Per Mechanism, Not Per Harness
- TradingAgents and LibreChat Are Not Drop-In Replacements
- ripwire Guards Its Gate Count in Source, Not in the PDF
- Gensee Crate's Defense Rate Is the One Number You Cannot Recount
- MetaHarness Advertises Witness Signing Its Bridges Never Export
- HyperFrames Measures 'Same Video' in Decibels, Not Bytes
- SkillHub's Security Scanner Blocks on Crash, Not on Verdict
- CAO's Honest Trust Boundary and Its Phantom Auth Switch
- Ouroboros Preaches Agency and Ships Owner-First Custody
- Open Science's Provenance Engine Would Reject Its Own #1 Badge
- Apache Maka Tracks Its Agents' Screenshots and Ships None of Them
- OpenHarness Lets Its Allow List Outrank Your Deny Rules
- diagram-design Hash-Locks Its Screenshots, Not Its Storefront
- ECC Retired Six MCP Servers Over a Tax Its Catalog Still Pays
- SIE's Public Repo Is an Export Surface, Not a Workshop
- mjlab Source Audit: The Green Badge Proves the CPU Path
- OpenMAIC Source Audit: The Agent Classroom Ships Pedagogy as Machine-Checked Constraint Files
- Archify Source Audit: The Viral Diagram Skill Is Really a Distrust Stack
- God's Eye View: The Viral Globe Is the Demo. The Boundaries Are the Product
- MiniMax H3 LoRAs Are Not a Folder: A 19-Release Compatibility Audit
- Four Viral UI Effects, Audited: What the Demos Do Not Tell You
- After Seedance 2.0, I Re-Audited Four AI Drama Stacks. The Shortlist Was Wrong
- CozyClay: AI Video Needed a Shot Contract, Not Another Prompt Box
- Metal Cannot Preempt: What oMLX Rediscovers From Game Engines
- SQLite in Games: A Save File Is Never Just a File
- MoneyPrinterTurbo: The AI Video Product Is a Production Control Plane
- LongCat-Video: The Continuation State Is the Product
- FreeToken: 284B on a Gaming Desktop, 753B on One Workstation GPU - and the Ratio That Makes It Work
- The New MCP Roadmap - Reading the Protocol's Five Bets on Agentic Infrastructure
- Twelve Concepts, One Missing Layer: What a 12-Link Agent Curriculum Taught Me About Durable Execution
- One Memory Setup, Every Harness: Reading Omnigent's Hindsight Bridge at the Seam
- Ouroboros: The Agent OS That Hides the Answer Key From Its Own Workers
- Superlog: When Your Telemetry Stack Starts Investigating Incidents For You
- Atomic Agent + Unity CLI: Automating Game Builds Without Touching the Editor
- DeepSeek Harness: What If the Agent Loop Itself Were Just Another Plugin?
- Docbank: What If Your Agents Needed a Filing Cabinet, Not a Cloud Drive?
- Fable 5 Isn't a Faster Chat Model — It's the Substrate for Self-Improving Agent Systems
- The jeo Ecosystem: State Over History — Five Repos That Build Agents Which Don't Forget What Matters
- The Vault That Rewrites Itself: An AI-First Second Brain for Game Teams
- Loops: What Every AI Engineer Needs to Know in 2026
- Claude Code vs. Cursor vs. Codex vs. Antigravity — Six Months of Convergence, and Why the Harness Won
- jeo-code Puts Skills and Approval Gates Around Coding Agents
- From RAG to Context Layer: What Genie Ontology, LLM Wiki Memory, and HyGRAG Tell Us About the Next Stack
- Supertonic 3: What On-Device TTS Starts to Look Like When ONNX Is the Contract
- Antigravity CLI Migration: A Production-Minded agy Checklist After Gemini CLI
- Unsloth Local API Guide: Run Claude/OpenAI-Style Clients on Your Own Machine
- RLM-FORGE: Why Evidence-Gated Recursion Matters More Than Recursive Hype
- 15 Repos Every AI Engineer Should Know to Run LLMs Faster (Without Burning GPU Budget)
- CLI-Anything: Why Agent-Native Interfaces Matter More Than Bigger Models
- SuperGemma4: A Faster, Sharper Gemma 4 for Local Agent Workloads
- Multimodal Sentence Transformers: A Practical Upgrade for Retrieval Systems
- Feynman: An Open-Source AI Research Agent That Actually Thinks Beyond Search
- AutoBE vs. Claude Code: Verification Beats Raw Agent Flexibility on Big Backend Builds
- LLM Wiki: Why Your Best Knowledge Base May Be an Agent-Maintained Wiki, Not Another RAG Stack
- Claw Dev: One Terminal Coding Agent, Multiple Model Backends
- Why AI Coding Agents Fail — and Why the Harness Matters More Than the Model
- Qwen3.6-Plus Review: 1M Context, Agentic Coding, and Practical AI Agents
- PrismML 1-bit Bonsai: Why 1-Bit LLMs Could Make On-Device AI Actually Practical
- How Claude Code Actually Works: Agentic Loop, Tooling Model, and Operational Guardrails
- Vibe Coding XR: How Gemini and XR Blocks Could Change XR Prototyping
- Harness: A Practical Way to Turn AI Agent Experiments into Reliable Systems
- Codex Plugins Are Runtime Bundles, Not Just App Connectors
- 9 GitHub Repos for Claude Code That Can 10x Your Next Project (2026)
- Deploy Safer OpenClaw Agents with NVIDIA NemoClaw: A Practical Guide (10:00 AM Edition)
- Designing AI Agent Teams with Codex Subagents: A Practical Guide to Multi-Agent Workflows
- OpenDev and the Case for Compound AI Agents: Why Multi-Model Workflows Matter
- Deploying NanoClaw in Docker Sandboxes: A Practical Security-First Guide
- OpenClaw Skills at Scale: How to Start from Frontend when the Catalog Has 5,000+ items
- pi as the Core: Build Your Own Agentic Workflow, Not Someone Else’s
- From Friction to Flow: Why Fabric is Useful for AI Content Ops
- Rewrite Your CLI for Agents: Human DX Is Not Agent DX
- The Solo Founder Stack: From Building to Operating with Agents
- LocalCowork: A No‑Cloud Agent That Finally Feels Instant
- Agentic Engineering Patterns: The Playbook I’d Hand to My Team
- gogcli: The Google Workspace CLI I Wish Every Agent Had
- Ouroboros at the Edge: HOTL Proven in a 7‑Hour Ralphthon
- Two Tools I Installed Instantly for Claude Code & Codex
- Agentic Engineering: 9 Skills That Separate Demos from Shipping
- Qwen3.5-Medium: Open-Source Models Hitting Sonnet 4.5-Class Performance
- The 4 LLM Inference Patterns — and Why Deployment Feels Different
- GitNexus: Zero‑Server Code Intelligence for Agent‑Safe Refactors
- 10 GitHub Repos That Shaped My AI‑Agent Playbook
- Build Your Own AI Assistant — The Minimal OpenClaw Ecosystem
- ClawRouter: Local‑First Routing for Minimal OpenClaw Assistants
- Clawd Control: Real‑Time Ops for Clawdbot Agent Fleets
- Rowboat: Local‑First AI Coworker Built on a Knowledge Graph
- ClawHost: One‑Click OpenClaw on VPS (and Why It Matters)
- Harness Engineering: The Layer That Actually Makes Agents Work
- MicroGPT: Learning GPT by Building the Smallest Possible Model
- OpenVSCode Server: A Practical Path to Remote IDEs
- LLM2Vec, Two Years On: The Thesis Won, the Recipe Did Not
- NPGA Audit: Neural Parametric Gaussian Avatars, Two Years On
- Hugging Face's AI Game Development Course, Audited in 2026