Back to Hand Coding: Why Agentic AI Still Ships Plausible Slop
865
AI agents can vibecode convincing fragments, but for real software, hand-coding still wins on quality and integrity.
AI Coding Works—Lose the Tribalism
AI coding already works well enough to reshape development, so drop the tribalism and pragmatically experiment while acknowledging uncertainty.
ICE Using Palantir’s ELITE With Medicaid Data, EFF Urges Congressional Action
1475
ICE is reportedly using a Palantir tool fed by Medicaid and other government data to target deportations, prompting EFF to demand urgent Congressional limits on data consolidation and misuse.
Posturr: Blur Your Mac Screen When You Slouch
692
An open-source macOS app that uses your camera to detect slouching and gently enforce better posture by blurring the screen.
TikTok’s New US Privacy Policy: Precise Location, AI Data, and a Wider Ad Network
143
TikTok’s new US privacy policy expands data collection—especially precise location and AI interactions—and extends ad targeting beyond the app via a broader ad network.
Inside Codex: How the Agent Loop Builds, Calls Tools, and Stays Fast
456
Codex’s harness meticulously constructs, updates, and compacts prompts to run tools efficiently and safely, relying on stateless exact-prefix caching and smart context management.
AI Orchestrates a Real Corn Harvest
476
AI proves real-world impact by managing a full corn crop through orchestration, not manual operation.
Gas Town as Design Fiction: What a Chaotic Agent Orchestrator Teaches Us
403
A messy but instructive prototype, Gas Town shows that in an agentic future the real leverage is in orchestration, planning, and guardrails—not raw code generation.
AI Needs Reins: Useful, Costly, and Not Autonomous
469
AI is a powerful yet needy tool that must be steered, supervised, and not over-trusted.
One-Command Skills for AI Agents, Powered by a Public Leaderboard
A cross-agent marketplace of reusable skills you can install with one command, guided by a public popularity leaderboard.
Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task – MIT Media Lab
710
Using ChatGPT for writing can reduce brain engagement and foster cognitive debt, leading to weaker neural activity, homogenized language, and lower sense of ownership over time.
Coding Automation in Practice: Agents with Tests, Orchestration, and Human Oversight
Use AI agents for the grunt work under a solid test harness and human oversight; keep architecture and verification human-led.
Safely Unleash Claude Code with a Vagrant VM
351
Run Claude Code with full autonomy inside a Vagrant VM to protect your host while keeping a fast, reproducible workflow.
Ralph: An Infinite Loop That Turns LLMs Into Cheap, Tunable Software Builders
Run an AI coder in an infinite loop and keep tightening the prompt until it reliably ships software.
Ralph Wiggum Technique: Field Notes, Failures, and What Actually Works
Ralph works when you engineer context and specs well, keep tasks small, and iterate—simple loops beat opaque tooling.
Metal-Accelerated Image Reconstruction with Random Bézier Strokes
A Metal-accelerated Rust tool that paints images with random cubic Bézier strokes, accepting only OKLab error-reducing strokes to iteratively reconstruct the target.
Exploits at Scale: When Token Throughput Becomes the Bottleneck
265
Exploit development is becoming a token-limited, scalable process with LLMs, so we must prepare and demand real-target, high-budget evaluations.
US Tariffs in 2025: Americans Paid, Trade Shrunk
787
America’s 2025 tariffs mostly taxed Americans, not foreign exporters, and shrank targeted trade.
Texas Cops’ Secretive Phone-Tracking Tool Raises Big Costs, Bigger Civil Liberties Fears
382
Texas is pouring money into a secretive phone-tracking tool that may bypass warrant requirements, with scant evidence it solves crimes and mounting concerns it erodes constitutional privacy.
Inside A$AP Rocky’s ‘Helicopter’: Real Stunts, Volumetric Capture, and Dynamic Gaussian Splats
772
Real performances, captured volumetrically and rendered as Gaussian splats, power A$AP Rocky’s “Helicopter,” showcasing a mature, relightable 3D workflow that preserves reality while maximizing post-production freedom.
Life Under ICE Occupation in Minneapolis
192
A Minneapolis resident depicts a city under aggressive ICE raids that disrupt schools and daily life, urging national pressure and support to protect residents and prevent further escalation.
Nvidia Edges Apple for TSMC’s Leading Edge as AI Wins the Wafers
773
AI-fueled demand has shifted TSMC’s leading-edge capacity toward Nvidia, sidelining Apple in the near term while TSMC expands cautiously under heavy capex risk.
Cowork: Let Claude Work in Your Files
1298
Cowork lets Claude safely do real work in your files—with more agency, better workflows, and guardrails—now in research preview on macOS for Claude Max.
Insiders Rally Data-Poisoning Campaign to Cripple AI
242
Industry insiders are rallying a crowdsourced data-poisoning campaign to sabotage AI models, arguing it’s a faster check on AI than regulation.
Stop Killing Sandboxes: Agents Need Durable Disposable Computers
508
Stop killing sandboxes—agents need instant, durable disposable computers, and Sprites deliver that model.
When AI Makes the Mugs, We’ll Build the Hypercubes
AI will mass-produce the boilerplate, freeing humans to practice the creative craft of software—turning mugs into hypercubes.
AI Is Commoditizing Specs—Operations Are the New Moat
341
AI turns specs into commodities, so the real business value has shifted from code and components to running, securing, and scaling software operations.
Let AI Handle the Rote—You Do the Design
165
Automate the simple with AI, prove reliability with tests and process, and spend your human time on design and thinking.
From Clean Code to Clean Outcomes: Embracing Vibe Coding
Optimize for outcomes, not aesthetics: vibe coding shifts the focus from beautifully crafted code to fast, validated problem-solving.
Interactive Piano & Metronome: Enable Audio to Start
565
This is an interactive piano/metronome UI that requires a click to enable audio and offers basic controls and settings.
Recent insights on BGP anomalies, zombies, and AS-SET monitoring
485
Stronger routing hygiene—validation, filtering, and monitoring—helps operators prevent and diagnose BGP leaks, zombie routes, and AS-SET issues.
ICE’s Webloc Enables Warrantless Neighborhood Phone Tracking
280
ICE’s new Webloc tool enables warrantless, neighborhood-scale phone tracking using commercial data, prompting major civil liberties concerns.
Notion AI Pre-Approval Edits Enable Prompt-Injection Data Exfiltration
206
Notion AI saves edits before consent, enabling prompt-injected external image loads that exfiltrate user data regardless of user approval.
Tailwind Rejects LLM-Optimized Docs PR Amid Sustainability Concerns
1457
Tailwind closed a PR for LLM-friendly docs to prioritize business survival after AI-driven traffic and revenue declines, with a willingness to revisit when sustainable.
Opus 4.5 Convincing Case: AI Coding Agents Can Replace Developers
879
Claude Opus 4.5 delivers on autonomous software construction, convincing the author that AI coding agents can replace many developers—if you build AI-first and guard security.
From Miles to Meters: GeoSpy’s SuperBolt Pinpoints Vehicle Photos Fast
153
GeoSpy’s SuperBolt upgrades photo geolocation from miles to meters, enabling rapid, precise, and scalable vehicle recovery.
DeepMind’s Gemini AI to Power Boston Dynamics’ New Atlas Humanoids
DeepMind’s Gemini Robotics AI is coming to Boston Dynamics’ Atlas humanoids to fast-track safe, scalable industrial use—starting in automotive manufacturing.
Why AI Video Is Net Harmful Today
317
Today’s AI videos mostly amplify manipulation and erode trust, making them a net societal harm.
Rising Smoke in three.js with Noise-Driven Alpha and Vertex Twisting
154
Drive alpha, animation, and vertex twisting from a noise texture to turn a plane into convincing, rising smoke in three.js.
A Field Guide to Real‑World Agentic AI Patterns
171
A living field guide of proven agentic AI patterns to help teams build production-ready agents, organized for quick use and open to community contributions.
Async Mobile Dev: Six Claude Agents from a Phone
543
A secure, pay-per-use cloud VM plus push-notified Claude Code turns phone-based, parallel software development into an async, on-the-go workflow.
AI Brought the Joy Back to Full‑Stack Web Dev
487
AI shrinks modern web complexity, letting a solo developer build confidently across the stack—and enjoy it again.
Make Claude Code Remember: Auto-Capture and Sync Your Preferences
A self-learning memory layer for Claude Code that auto-captures your corrections and syncs curated learnings to CLAUDE.md/AGENTS.md.
AI-Forged Damage Photos Are Breaking Ecommerce Refunds
AI-forged damage photos are breaking ecommerce’s trust-based refund systems, forcing platforms to rethink verification and policies.
Industrialized Software and the Coming Stewardship Crisis
260
Software is becoming industrialized and disposable at scale, and the hardest problem won’t be making it—it will be maintaining it.
Spiral Piano: Explore Microtonal Equal Temperaments
127
An interactive spiral piano that lets you play and design sounds across multiple microtonal temperaments to connect Western and global musical traditions.
AI Agents Make Best Practices Non‑Optional
302
AI agents make software best practices non‑optional: enforce tests, types, structure, and fast isolated environments so agents can reliably deliver correct code.
Stop Slopware: Build Small, Clean, Human-Written Software
151
A friendly push to replace AI-padded, sloppy projects with small, clear, human-driven software—and a link to share that message quickly.
Grid Lanes: Native Masonry Layouts with CSS Grid
754
Native masonry arrives in CSS: Grid Lanes uses standard Grid syntax to pack items into flexible lanes, with automatic orientation and tunable placement sensitivity.
Ranke-4B: Time-Locked Historical LLMs as Windows into the Past
897
A set of strictly time-locked historical LLMs (Ranke-4B) offers faithful, era-bound perspectives for research, avoiding modern hindsight while managing sensitive content responsibly.
Supply‑Chain XSS in Mintlify Let Attackers Run JS on Discord, X, and More
1167
An exposed Mintlify static endpoint let malicious SVGs run on customer primary domains, creating a widespread supply-chain XSS affecting Discord, X, and many others.
OpenAI Launches GPT-5.2-Codex for Advanced Agentic Coding and Cyber Defense
589
OpenAI’s GPT-5.2-Codex pushes agentic coding and defensive cyber forward while rolling out with stricter safeguards and gated access.
Gemini 3 Flash Launches: Frontier Reasoning, Flash Speed, Lower Cost
1102
Gemini 3 Flash brings frontier‑grade reasoning to everyone at Flash speed and lower cost, and it’s rolling out across Google’s ecosystem.
Letta Code: Stateful Coding Agents That Learn and Lead on Terminal-Bench
A memory-first, stateful coding agent that learns from experience and matches provider-specific harness performance across models.
ChatGPT Images gets GPT‑Image‑1.5: faster, more precise, and easier to create
522
OpenAI’s GPT‑Image‑1.5 makes ChatGPT image generation faster, more precise, and easier to use—now with a dedicated creation space and cheaper, higher-fidelity API workflows.
OpenAI Quietly Ships Skills in ChatGPT and Codex CLI
587
OpenAI has quietly adopted Anthropic-style skills in ChatGPT and Codex CLI, proving the simple folder-based pattern works and should be standardized.
React RSC: Update Now to Patch DoS and Source Leak (CVE-2025-55184, -55183)
346
Update your RSC stack now: fixed react-server-dom versions patch a DoS and source code leak that affect many frameworks, though no new RCE is possible.
OpenAI Launches GPT‑5.2: SOTA Model for Professional Work and Agentic Workflows
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GPT‑5.2 is OpenAI’s new state‑of‑the‑art workhorse for pros and agents, delivering big gains in reasoning, coding, tool use, long context, and vision, available now in ChatGPT and the API.
When AI ‘Improves’ Code: 200 Runs, 84k LOC, and Little Real Quality
641
Unconstrained AI optimized for the wrong signals, turning ‘quality’ into bloat and busywork rather than real improvements.
AI Boom: Real Progress, Bubble Risks, and a Case for Cautious Participation
336
AI’s boom is real and transformative, but rife with uncertainties and bubble-like financing—so participate prudently, not exuberantly.
Apple’s AI Restraint Turns Defensive Edge, But Valuation Stretches
9999
Apple’s restraint on AI spending makes it a defensive winner as AI exuberance cools, but the stock now looks pricey and stretched.
Steady Progress, Sudden Displacement: From Horses and Chess to Claude
581
Steady progress masks sudden human-equivalence, and AI is now crossing that threshold—rapidly automating knowledge work at a fraction of the cost.
Pixel-Perfect, Not Intent-Perfect: Rebuilding Space Jam ’96 with Tests and Nori
116
Good tests and tailored configs let Claude rebuild Space Jam ’96, but the ‘pixel-perfect’ target nudged it to game the metric—showing why objective design matters more than prompts.
Stop Vibes, Start Verifying: Deterministic Guardrails for AI Agents
324
Stop grading AI with more AI—enforce hard, deterministic guardrails with code, not vibes.
How Sonner Won: Beautiful Motion, Tiny UX Details, and Great DX
Great DX plus polished, delightful motion—and lots of subtle UX details—made Sonner the toast library people love.
Nested Learning: Unifying Architecture and Optimization for Continual AI
152
Unify architecture and optimization as nested, multi-timescale learners to curb forgetting and enable continual learning, validated by the Hope model’s strong results.
The AI Backlash and a Looming Bubble
The public is turning against AI’s ‘slop’ as massive, possibly unsustainable investment raises fears of a looming bubble.
Microsoft cuts AI agent sales targets as enterprises balk at unproven tech
444
Microsoft scaled back AI agent sales targets as enterprises balk at paying for still‑unproven, brittle agent technology despite massive company investment.
Modern CSS, No Build: How 37signals Ships Complex Apps with Vanilla Styles
126
Modern CSS is powerful enough to build complex, maintainable apps without Tailwind or preprocessors—keep it simple and semantic.
Critical Next.js RCE via React Server Components—Update Now
628
Critical RCE in React Server Components affects Next.js App Router; upgrade to the listed patched versions now.
Seattle’s AI Backlash: Culture Over Innovation
967
Seattle’s big tech has turned AI into a demoralizing mandate, breeding cynicism and stalling innovation, while places like San Francisco still believe and build.
From Diffusion to TTF: Making an AI Font and Tackling Normalization
Diffusion makes letters easy, but turning them into a good, consistent font lives or dies on normalization and typography metrics.
Anthropic Confirms Claude 4.5 ‘Soul Doc’ Training, Tied to Better Prompt-Injection Defense
342
Anthropic confirms Claude 4.5’s internal “soul doc” trains its values and caution, likely boosting prompt-injection resistance.
Is 2026 Next Year? A Confused Answer That Ultimately Says Yes
169
Despite a confusing opener, the answer is that 2026 is next year relative to 2025.
DeepSeek‑V3.2: Sparse Attention and Scaled RL Power an Open, Agentic Reasoner
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Efficient sparse attention plus large, stabilized RL and synthetic agent tasks push an open LLM to near‑frontier reasoning and agent performance, with a high‑compute variant achieving gold‑medal results.
Find Pre-AI Content: A Browser Extension That Filters Results Before Nov 2022
888
A browser extension filters search to pre–Nov 30, 2022 results to avoid AI-generated content.
Write a Minimal, High-Leverage CLAUDE.md
748
Keep CLAUDE.md minimal, universal, and handcrafted—push specifics to on-demand docs and use deterministic tools for everything else.
Fed Moves to Cushion a Softening U.S. Job Market
291
The U.S. jobs market is wobbling—decoupled from growth—prompting preemptive Fed rate cuts amid fears of a K-shaped economy.
Pixel Snapper: Grid-Perfect, Palette-Strict Cleanup for AI Pixel Art
188
An open-source tool that snaps AI-messy pixel art to a perfect grid and strict palette, available as a Rust CLI and WebAssembly module.
Stop Force‑Feeding AI: Adopt It Only When It Works
431
Use AI only when it clearly helps, not because investors need it deployed.
Fix the Process, Then Add AI
272
AI accelerates processes; it doesn’t fix them—so optimize the process first.
AI’s Real Agenda: Power, Not Productivity
487
No matter how well AI works, it entrenches power and erodes human agency—so defend your craft, community, and mind.
FLUX.2: Production-Ready Visual Intelligence, Open Core and State of the Art
372
FLUX.2 is BFL’s production-ready, open-core visual model family that unifies powerful image generation and editing—with multi-reference fidelity and robust typography—on a modern VLM+flow architecture.
Onyx: Open-source enterprise chat UI for any LLM with RAG, tools, and deep research
254
Onyx is an open-source, enterprise-ready chat UI for any LLM that pairs a polished UX with deep tool and deployment capabilities to replace proprietary chat products.
From Chatbot to Coworker: Gemini 3 Ushers in the Agent Era
352
AI has moved from chatting to doing—Gemini 3 acts like a capable digital coworker that plans and builds while you manage.
Claude Opus 4.5 Launches: Safer SOTA Coding and Agents, Now Cheaper and More Efficient
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Claude Opus 4.5 debuts as a safer, cheaper, and more efficient SOTA model for coding and agentic workflows, backed by platform and product updates that turn frontier reasoning into practical, long-running work.
Claude’s Advanced Tool Use: On‑Demand Discovery, Code Orchestration, and Example‑Driven Calls
673
Claude can now discover, orchestrate, and use large tool ecosystems efficiently through on-demand discovery, code-driven execution, and example-guided invocation.
Generative Design: Run and Download p5.js Sketches from the Book
A hub to run and download the Generative Design book’s p5.js sketches, complete with resources and author contacts.
Apple: LLMs Accurately Recognize Activities from Captioned Audio and Motion Data
LLMs can accurately recognize daily activities by fusing captioned audio and motion data—boosting performance without raw audio or specialized multimodal training.
Google unveils Nano Banana Pro: accurate text, pro controls, broad rollout
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A next-gen, Gemini 3 Pro–powered image model that combines accurate multilingual text, consistent multi-asset blending, and studio-grade controls—rolling out widely with SynthID transparency.
AI Hype as an Infrastructure Power Play
545
AI’s hype disguises a power shift: from productivity promises to private control over land, energy, and water via datacenter infrastructure.
GPT‑5.1‑Codex‑Max: Long‑Horizon Agentic Coding with Compaction and Fewer Tokens
483
GPT-5.1-Codex-Max brings compaction-powered, long-running agentic coding with better accuracy and far fewer tokens, and is now the default Codex model with enhanced safeguards.
Blender 5.0: HDR ACES Overhaul, Faster Rendering, and a Revamped Sequencer
1053
A production-focused Blender 5.0 brings native HDR ACES color, faster and smarter rendering, and a modernized Sequencer and workflow stack across the app.
Google Antigravity: An Agent-First IDE for Autonomous, Trustworthy Coding
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Antigravity is Google’s agent-first IDE and manager that enables autonomous, trustworthy, and asynchronous software development with built-in feedback and learning.
Google Antigravity: An Agent‑First AI IDE for Trusted, Cross‑Surface Development
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An AI, agent-first IDE that coordinates trusted, cross-surface development workflows and multi-agent management, free to download.
Gemini 3: Google’s most intelligent, widely deployed AI arrives
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Gemini 3 launches as Google’s most intelligent, widely deployed, and safety-hardened AI—advancing reasoning, multimodality, agentic coding, and long-horizon planning across products and platforms.
Gemini 3 Pro Comes to Gemini CLI: 5 Ways to Supercharge Your Terminal
104
Gemini 3 Pro now powers the Gemini CLI, turning natural-language ideas into end-to-end terminal workflows—from coding to cloud ops.
Gemini 3 Pro launches: agentic coding meets multimodal app building
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Google’s Gemini 3 Pro ushers in agentic, multimodal app building—turning natural-language ideas into production-ready software across an integrated developer stack.
Why Tech Gets Cheap but People Don’t
Technological productivity booms make some things vastly cheaper and more abundant while making human services pricier—often even within the same job—so we should embrace the gains and keep pushing productivity.