Prompt Engineering for Performance Engineers: Chain-of-Thought, Prompt Chaining, and Iterative Refinement
In this blog post, we will see how performance engineers can use advanced prompt engineering techniques to get sharper, more actionable results from LLMs, whether you are analyzing JMeter reports,…
Blog/2026-06-27/Anti-Memetics
Roshan: Wikipen [[File:{{#setmainimage:Example clickbait adverts.jpg}}|thumb|Fairly anti-memetic]] [[wikipedia:There Is No Antimemetics Division]] is a famous (in the subculture) book by…
Virtual footing: distributed agency in talk with and around voice user interfaces
Lauren Hall, Elizabeth Peel & Saul Albert Download transcripts | Keywords: Agency, Virtual Assistants, Participation, Footing, Technology How should we understand participation and agency in…
What AI Is Really For
There’s much conversation right now about what AI can do. The processing power, the parameters, the emergent capabilities nobody fully understands yet. The question I keep asking: what does it enable…
The Teleport
A story about post-AI collaboration. An agent gets packed, sent through a portal, and arrives in a competitor's mirror to verify a claim. The walls hold. The work happens. Both go home better than…
GPT-5.6 Sol and Claude Mythos Show That the AI Race Has Reached a New Level
GPT-5.6 Sol matters because the performance story is strong. OpenAI says Sol is its strongest cyber model yet . On ExploitBench , it says Sol is competitive with Claude Mythos Preview while using…
SearchResearch (06/24/26): A new kind of research tool--agent systems working for you
You might have been reading… Human scientist with AI support. (P/C Generated by Gemini Nanobanana with a long prompt.) …about all of the new tools people are building for online research purposes.…
AI shouldn't shrink headcount. It should shrink teams
Another thought leadership post about why teams should be smaller. I know, very original. But there’s a version of this conversation that’s actually useful, because the point is easy to…
The Shape of Compute Curve
In a recent podcast, Lambda (one of the neoclouds) CTO Stephen Balaban expressed almost bit of a disdain for the critics who wondered whether the hyperscalers or neoclouds are “gaming”…
Are frontier models really too dangerous?
To an increasingly authoritarian regime, the opportunity to shape how models describe the world may be too good to pass up on.
<em>Incident Report</em> by Andrew Nesbitt
Andrew Nesbitt is a software engineer and package-management blogger who also writes excellent satire in the form of standardized industry documents, such as change logs and incident reports. I have…
Yak shaving using slot machine
I try to use the slot machines to solve code-related issues. For some tasks, these machines work well, for some tasks we get a long line of wiggle until it works but the wiggling does not produce…
Open source LLMs will hit a ceiling
I think Open source LLM's will hit a ceiling for this one reason: safety guardrails. Today we see Mythos and GPT 5.6 Sol put under heavy scrutiny for the primary reason that it is too unsafe to…
Video on You Wouldn’t Steal a Car
The brilliant content creator economist Matt Hill has posted a video “How Piracy Accidentally Created AI” to the @EconNerds channel on YouTube. The video is so funny (and smart!) that I…
A knowledge base is a graph, not a folder
Turning a manual into an agent's knowledge base isn't converting it to text — that flattens the thing that mattered. The power comes from the graph: the criteria that condition each other. How we…
What Clients Mean When They Say Sovereignty
Sovereignty has become one of the most common requirements in AI and digital procurement. The problem is that the word usually describes several different concerns at once.
Learn AI skills on Monday, not Saturday
Reading Time: < 1 minuteIf you’re using your weekends to learn AI, that’s not a bad thing. However, if your employees are having to use the weekends to learn AI because you’re…
Gorilla Newsletter 102
Learning Creative Coding - HTML in Canvas - Plottimation Tool - Intro to Shader Programming - New Shader Playground - CVPR 2026 Art Gallery - Pretext - Hyperblam - AI and the Erosion of Programming…
The Scarce Thing
This week I'm in Switzerland, at a retreat on the future of software development , in a room full of people who have thought about that future longer and harder than I have. I haven't come to…
Constrained Generation
Turning MetaHumans into Character Sheets with Gen-AI
Why Local LLMs Are Necessary
Currently it is not feasible (for most people) to run frontier, state-of-the-art models (LLMs) locally. Data centers are needed to run these large models. However, I remain convinced that local LLMs…
What’s Your Career Survival Kit For The Artificial Intelligence Age
You have certainly heard that, “you will be replaced by someone who uses AI.” It sounds logical. It may be the wrong bet. The most dangerous career advice circulating right now is this: learn AI…
KV Caching for dLLMs is Noise Process Agnostic
The typical language model is autoregressive (AR): it predicts one token at a time, left to right, each token conditioned on the ones before it. This bakes in two limitations: it cannot revise…
The administration is hand-picking who runs which frontier model
On the same stated cyber rationale, the Commerce Department pulled Anthropic's Fable 5 offline, the White House cleared OpenAI's GPT-5.6 for a chosen list of companies, and a second Commerce letter…
I stopped building dashboards and started asking my database questions. SaaS is about to do the same.
I ask AI to investigate my game's database instead of building dashboards. It changed how I think the end of SaaS plays out.
Small Instruments, Large Sky
🔊 Listen to this post Tonight I found myself thinking about a comet. Not a metaphorical one. Halley’s Comet, the old celebrity of the sky, the bright visitor that swings through our neighborhood so…
AI Research Digest - June 27, 2026
Today's top 5 papers from arXiv covering AI, machine learning, NLP, and computer vision
Eschaton: When the Verified Answer Stopped Being Necessary
The constraint that launched a thousand reasoning models may have just been optional.
I'm a vibe coder
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AI Is Entering a Dark Period
In one month, the US government switched one frontier AI model off worldwide, rationed a second to about a hundred approved companies, and held a third back before launch. One government now decides…
My agentic software development workflow
How I achieved to ship code to production in the last two months without writing a single line of code by hand, with zero production incidents, zero rollbacks, and zero downtime.
When the work is the output, not the paper
The second wave of making my studio's work citable: AI installations and tools as research outputs, and the Zenodo metadata that keeps each record honest.
slopaganda countermeasures: part 2
Hi, I know it's been a while since my last post. Things have been nuts in my personal life and I've also been hella busy at work onboarding someone new. I've just generally had a lot on my plate.…
The Agent Fleet That Runs My Business
How I run a solo AI consulting business from Slack: a fleet of single-purpose agents with the Claude tag as the meta-agent above them — reaching every surface, opening PRs, and maintaining the other…
Why Machines Learn
I saw this at the bookstore and was intrigued by having a book that walks through the math of neural nets and machine learning. I have a very conflicted relationship with modern AI to say the least.…
No, AI Shouldn’t Replace Graduate Hires
Companies are halting graduate hires due to AI, and it's a mistake.
Keep Your Skills Sharp the Hard Way
TL;DR Staying sharp in the LLM era isn’t nostalgia and it isn’t prompt-craft. The “agentic loop / context engineering” genre is largely a marketing story told by the parties…
Evolving Memory Systems: An Eval-First Approach
AI memory systems are often designed as architectural bets: vector stores, profiles, summaries, graphs, etc. This post argues for a different starting point: build longitudinal eval environments…
The 80% Problem: The Last 20% Is Where the Engineer Used to Live
AI gets you to a working draft fast. The trouble is what the missing fifth contains, the edge cases and operational reality that used to teach engineers their judgment, and who builds that muscle now.
Clean Code Is Sexy Again: Making Your Vue Project AI-Ready
My Vue MAD 2026 talk, written up. What an agent actually is, and the three things every Vue project needs to get more out of AI: context, feedback loops, and discoverability. The twist is that none…
jolteon: An LLM Routing Proxy for Discourse
Two weeks ago, someone posted an internal proposal: My dream for the future is a good proxy that automatically sends requests to the most appropriate model, allowing us to run a heterogeneous AI…
When AI Models of Physical Systems Fail
Current-generation AIs are particularly good at finding and generating corresponding patterns. This can be useful when classifying images as cats or dogs (classifiers) or creating new sentences or…
Foreign States Already Have Claude Fable 5 and GPT 5.6 Sol
The default assumption should be that foreign state actors have already exfiltrated the weights of Claude Fable 5 and GPT 5.6 Sol, the latest frontier models from Anthropic and OpenAI. Here’s…
Is Going Local Worth It Right Now?
The honest math on building your own AI box in June 2026, who it actually makes sense for, and why timing matters more than people think.
Will 2031 Be the Year AI Solves Everything or Not? – Part Two: Societal Implications
In January of this year, the Conference Board of Canada, now Signal49 Research, projected that 555,000 jobs in Canada would disappear by 2030 because of the widespread adoption of artificial…
When will the AI price wars begin?
When I say AI is too expensive normal people tend to look at me like I'm crazy. ChatGPT has a pretty generous free tier. For those who choose to pay, $20/mo gets you essentially unlimited AI for…
A couple of months ago in Miami, I sat down and dumped my brains. Here's the interview...
Some personal hot takes from AI: Engineer Miami follows...1. Software development is a dead-end profession because anyone can be a software developer now. 2. Anyone can use Cursor or any other tool…
Can AI Actually Fix Our Schools? MacKenzie Price Ep. 491
Reasonable people
AI Approval Gates: Engineering Oversight at Machine Speed
AI approval gates: reversibility-tiered human-in-the-loop design with four health metrics that prevent reviewer atrophy at machine speed.