Project Name: Podcode Repo/Website Link: https://podcode.io Description: Quick background, since this matters for the rest. I run a small private AI stack for my own work. Coding agents like Claude Code and Codex are part of my daily flow. They are great when they work. The thing that drove me nuts
ChatGPT.com reached about 1.09 billion monthly US visits in July 2026, a 48.38% year-over-year increase, according to Semrush Traffic Analytics data. In the same comparison, Bing.com traffic fell about 50.43%. The contrast does not show AI replacing conventional search overnight. Google and YouTube
Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review built for your business-critical systems. Star us to help devs discover the project, give it a try, and share your feedback to help improve the product.
Most LLM applications work like this:
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Claude Fable 5 has quickly become the center of discussion among software engineering teams since its early June 2026 launch. The model is Anthropic's most powerful reasoning engine to date. Anthropic designed the model specifically to handle complex coding and autonomous agentic workflows.
This gu
How I built REVA for Track 3 of the Razorpay AI Buildathon 2026—and why deterministic guardrails matter more than AI autonomy when money is involved.
The Problem I Wanted to Solve
Building for Track 3 of the Razorpay AI Buildathon 2026 as a solo developer came with one obvious challen
I wanted to create a reusable AI skill, but I did not want to write vague instructions based on guesswork.
I wanted the skill to have a clear foundation.
So I started with a research paper and used NotebookLM to understand its main ideas before turning them into a practical skill.md file.
Here
A response to Marina Wyss's How I'd Learn Machine Learning in 2026, from someone who arrived at the same checkpoints from the construction side.
Marina Wyss wrote that piece and the part that stopped me was not the curriculum. It was her argument that a hiring manager is not looking for evidence th
AI coding agents do not work in a vacuum. Their results depend on the context files, rules, skills, hooks, tests, CI pipelines, and safety controls that surround the model. That surrounding system is the harness: the part of an agentic workflow that a team can actually design, version, test, and imp
Lançado no dia 03/09, o GPT-6 Astra marca segundo a OpenAI, o início da era de IA 'AGI', isto é, de agentes capazes de usar recursos pensados numa hipotética Inteligência Artificial Geral (AGI na sigla em inglês).
Apesar do termo AGI ainda não ter uma definição clara e coeza, o presidente da OpenAI,
Apparently Contracts Should Be Honored
When I think of contracts, I think of scary documents that limit my freedom, usually in exchange for something I want. Documents like EULAs, user agreements, divorce papers, and prenups are just a few examples.
However, these contracts also provide a sense o
Many document automations generate a new PDF from HTML. That is the right tool for invoices and reports you design yourself. It is the wrong tool when a customer, carrier, government office, or employer requires its existing PDF to keep the same layout.
The workflow below handles that second case:
Much of the traditional software operations we deal with are online, we click a button, wait for a moment, and the transaction or operation is completed.
But there is a big area that deals with software operations that require offline processing. For example, background processing of jobs, e.g., Op