We Wired SAP Joule to an Azure AI Foundry Agent. The Protocol Was the Easy Part.
We're two PhD students behind SAP AI Lab — one ML systems, one enterprise information systems,...
Tutorials
How I made "jump to message" work in ChatGPT, Claude and Gemini
I'm a third-year student, and a lot of my studying and project work happens in AI chats. The chats...
I built a "what am I signing?" checker for Solana in a weekend
Most people approve crypto transactions blind. A site says "Claim your airdrop!", the wallet pops up,...
'Almost Right' Agent Code Is Worse Than Wrong Code. It's Devs' Top AI Complaint
Stack Overflow 2025: 66% of devs flagged AI code that's 'almost right, but not quite', the #1 frustration. Wrong code fails loudly. Almost-right ships.
How I used parallel Claude Code agents to write hundreds of Chinese working lives
My side project is a game I'm building. This is the side project of that side project. One Job, One...
My Publish Script Doesn't Trust Its Own Success Message
A few weeks ago I watched a trending thread about an agent that told someone it had deployed, and...
I ran an always-on AI agent for 42 days. Here is the ledger.
42 days of an autonomous agent on a metered budget: 78 cents left, zero revenue, and the real constraint was never inference cost.
How I built my entire Home Assistant with Claude Code running inside it
In my three-part series I showed you the gates, the alarm and the car, the floor heating war and the...
Pamsika: how a photo of a price board became a DevDraft Best Builder win at Hack Day Lusaka
Pamsika won Best Builder from DevDraft at Hacktoberfest Hack Day Lusaka: Gemma 4 reads a price board, DevDraft payment links get sellers paid, and every board feeds a public price ...
My logo heals itself. Then I erased it into a stick.
This week I erased my own logo down to a thin strip and waited for it to heal. It thought about it...
I measured 528 sites' robots.txt: two thirds blocking GPTBot also block the crawler that cites them
Two thirds of the sites blocking GPTBot are also blocking the crawler that sends them traffic. I...
My Confession: How a 3-Year Developer Built an Enterprise AWS RAG Platform with AI, Curiosity, and Systems Thinking (Bonus Part 6)
An honest confession from a developer with 3 years of experience: why I didn't hand-write every line of code, how AI tools like ChatGPT and Gemini were used, and why the real job i...
Your coding agent shouldn't get to grade its own memory
Most memory systems for coding agents have a quiet feedback loop in them. The agent recalls a note,...
Your agent will obey the instructions hidden in the logs it reads
A log line is data, but to the model it is tokens, and tokens that sound like orders get obeyed. Here is a ten-minute test you can run against your own agent, and the gate that kee...
The Channel Nobody's Watching: MCP Leaks, Poisoned Skill Files, and a Live Agent Incident
MCP leak attacks, poisoned skill files, a live Claude CTF incident, and new runtime guardrails — this week's verified AI security research.
Can't AI Just Do It in a Day?
Have you ever felt replaced by a tool you were the one using? A few weeks ago I was on a planning...
Audit Claude Code's Approval File Before Secrets Reach GitHub
A command approval can outlive the command. If a coding agent remembers an approved command by saving...
Allowlisting git for Your Agent Also Allowlists diff.external and core.fsmonitor
HiddenLayer showed a forged git command reading .env past an approved git prefix. The git config keys that run programs, a repro, tighter rules, an audit.
EARWITNESS
Every photo and video is a witness. Watch the trailer! A video is rarely just a sequence of...
A 16-GPU KV Cache Failure, Reproduced on One RTX 5080 — Why a Bigger Buffer Wasn't Enough
A single line of code eliminated a KV cache exception in TensorRT-LLM. But the GPU still could not...
How to create a cool looking explainer video for anything in 5 minutes
I needed a 52-second explainer for Pageree, the product I'm working on. It has no screen recording...
Cloudflare Workers vs AWS Lambda: Cold Starts, V8 Isolates vs MicroVMs & Edge Latency
Cloudflare Workers vs AWS Lambda: Cold Starts, V8 Isolates vs MicroVMs & Edge...
We're Putting AI Everywhere Before It's Sustainable
Orignally posted on amarpandey.me We are making an expensive, resource-intensive technology...
Skill Inspector: ESLint for your AI agent skills (SKILL.md)
Agent skills are turning into config files. A SKILL.md has some frontmatter, a few instructions and a...