β οΈ Your AI coding agent just found a new way around your security scanner.
A recent Claude update changed how agents write files. Instead of Write and Edit, they now often go through Bash: cat > file <<EOF, sed -i, echo >>.
Most scanners never see this code, and donβt think to check it for security issues, leaving a major gap in coverage.
Guardian v2.2.0 now scans file changes Claude makes through Bash too. Your coverage stays the same, no matter how the agent writes code.
The broader lesson for anyone securing agents: guard the outcome (a file changed), not the tool call. Agent behavior shifts with every model and prompt update.
Update the plugin today.
#AppSec #AIsecurity
Coding tasks arenβt equally difficult, so why send every one to the same model?
Smart Routing evaluates each task separately and selects the lowest-cost model capable of doing the job, helping balance model quality, latency and cost.
In this demo, Omnigent splits an app build across planning, backend and frontend work, routes each task to a different model, and runs some of them in parallel.
Learn more: https://t.co/iv2EyOYh34
GitHub repo for this series: https://t.co/aM3Mv8dlMC
Do you remember when everyone needed Nikes $NKE ? The stock is now down almost 80% from its 2021 peak, at a 12 year low, and it just got kicked out of the S&P 100 after 18 years. Somehow we went from camping outside stores for Jordans to running in Hokas. Brands really aren't forever.
DAY 1 as a full-time solo founder π»
I've been feeling both liberated and anxious at the same time. After 28 years as an employee, I always knew what my day looked like and had a clear plan. Not today.
I'm curious, as a solo developer what does your typical day look like? How do you decide what to work on and do you force any structure to your day?
I would appreciate any pointers, and thanks to everyone who connected over the last couple of days, I managed to hit 200 followers. Keep the connections coming π
Vaadin 25.3 is out, one of our largest feature releases yet.
Dev Loop for AI agents, a self-hosted MCP server, Observability Kit 5 without a Java agent, auditable AI form filling, a new Switch component and more.
Read the full release post: https://t.co/TKYhZruA18
#java#ai
Proposal To Set ARM64 Kernel Stack Size At Boot Time To Reduce Memory Consumption
A proposal by Google engineer to benefit Android and more with more easily adjusting ARM64 stack size.
https://t.co/cuBfAr4A2A
10 OPENCODE SKILL REPOS WORTH ADDING TO YOUR STACK.
OpenCode becomes much more capable when you give it the right skills.
Here are 10 interesting repos to explore:
1. Superpowers
A structured development workflow for agents with planning, TDD, debugging, review and reusable skills.
https://t.co/Efrew9H3Bx
2. Ponytail
Helps coding agents keep solutions simple by avoiding unnecessary abstractions, dependencies and over-engineering.
https://t.co/UdFeGXEXud
3. UI/UX Pro Max
Gives your agent deeper UI/UX guidance for better layouts, design systems, typography and interfaces.
https://t.co/I0fB5MDh6t
4. Graphify
Turns codebases and project documents into a queryable knowledge graph, making complex repositories easier to understand.
https://t.co/phZLyObM4s
5. Caveman
A minimal-output skill that helps agents give shorter, more direct responses without unnecessary filler.
https://t.co/I8CrVzeVdv
6. Addy Osmani Skills
A collection of production-focused engineering skills covering areas like planning, implementation, testing and code review.
https://t.co/KkT71vHL1v
7. Understand Anything
Helps turn unfamiliar codebases into interactive maps so agents can explore files, functions and relationships more easily.
https://t.co/IZl5AAoMWA
8. Awesome Claude Skills
A curated collection for discovering useful skills, plugins and resources that can extend your AI coding workflow.
https://t.co/36p6432BsS
9. Archify
Creates architecture, workflow, sequence and data-flow diagrams from your codebase or system description. It also supports OpenCode.
https://t.co/3jLToYD1sE
10. Impeccable
Focused on improving interface quality with design reviews, UX refinement and better visual polish.
https://t.co/BYVAKNQOJc
The interesting part isn't just the model.
Model + Skills + Context + Workflow = a much more capable coding agent.
Save these if you're building with OpenCode.
Introducing NetworkOcean.
Our future is bottlenecked by the speed at which we can deploy power.
Weβre building floating solar arrays powering data centers at sea. This will soon be the fastest way to deploy new compute, skipping years of land, grid connections, and traditional infrastructure delays.
Our 2030 target is 1 GW/week.
@network_ocean_
AI AGENTS THAT REMEMBER β AI AGENTS THAT LEARN. π€―
Hindsight is trying to change that.
An open-source memory system for AI agents that doesn't just store chat history.
It helps agents build long-term memory, learn from past experiences, form observations, and develop mental models over time.
Hereβs what makes it crazy:
β Retain β store new information and experiences
β Recall β retrieve memories using semantic, keyword, graph + temporal search
β Reflect β connect existing memories and reason over them
β Observations β consolidate repeated evidence into stronger beliefs
β Mental Models β maintain living answers about users, projects, preferences, etc.
β Knowledge Pages β automatically maintained project knowledge in Markdown
β Memory Banks β isolated βbrainsβ for users, agents or projects
β MCP server built in
β 60+ integrations
β Works with Claude Code, Cursor, Codex, GitHub Copilot and more
β Python, Node.js, Go + REST API
β Self-host it or use Hindsight Cloud
β MIT licensed
And you can literally wrap an existing OpenAI client in a couple of lines so memories are automatically recalled before calls and retained afterward.
The interesting part:
RAG gives an agent information.
Hindsight is designed to help an agent build MEMORY from experience.
That difference could matter a lot for AI employees, coding agents, personal assistants and autonomous systems that need to improve over time.
Open-source.
Built for long-term agent memory.
This one is seriously worth exploring. π₯
Bookmark it before you forget it.
REPOOπ
12km for the day, my longest run since getting injured in November last year, getting in shape to do my first half marathon on my birthday.
Close to 45 days to go π
I will get the goal to raise some OSS fund soon
#garmin#beatyesterday