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News
Your Fine-Grained GitHub Token Gets 404, Not 403. Check These Four Things Before the URL.
3+ hour, 1+ min ago (398+ words) Your script calls the GitHub API with a fine-grained personal access token and gets 404 Not Found on a repository you can open in the browser. The URL is right. The repository exists. You will spend the next twenty minutes checking…...
EC2 Instance Unreachable via SSM Session Manager
3+ hour, 30+ min ago (595+ words) This runbook resolves the situation where an EC2 instance is running and visible in the console but either does not appear in the Systems Manager Fleet Manager inventory, or returns a connection error when you attempt to start a Session Manager…...
AI-Generated Commit Messages: Automating the Boring Part of Git
45+ min ago (34+ words) I have a confession: for the better part of a decade, my commit messages looked like this. fix fix again wip final fix actually final …...
GitHub Spec Kit Ships an 18,799-Token Workflow. One Preset Collapses It to 863.
49+ min ago (282+ words) I priced all ten of Spec Kit’s slash commands with the GPT-5 tokenizer. One full run through the five core commands costs 18,799 tokens of…Continue reading on Medium » GitHub Spec Kit Ships an 18,799-Token Workflow. One Preset Collapses It to…...
Open Source 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐒𝐢𝐠𝐧𝐚𝐥 𝐒𝐞𝐫𝐯𝐞𝐫
5+ hour, 46+ min ago (389+ words) LLMs can become useful analysis assistants when they have structured data and real‑time market context, meaning they have enough relevant information for the task. Getting specific indicators, news, and candles into an LLM is difficult, even with search tools…...
CodeQL 2.26.4 Enhances GitHub Actions Security, Adds Go 1.27 Support
1+ week, 2+ day ago (295+ words) Joerg Hiller Sep 03, 2026 15:43 GitHub's CodeQL 2.26.4 boosts security for GitHub Actions, improves Rust alerts, and extends support to Go 1.27. Key update for developers. GitHub Actions: Security checks for GitHub Actions have been fine-tuned. Specifically, the update enhances detection for mutable references…...
Set a Pause to Over-Engineering: Why AWS Lambda MicroVMs Will Serve Indie Developers in 2026
7+ hour, 44+ min ago (373+ words) 1.True State Retention Without Complicated Databases Earlier, if you wanted your backend code to retain a simple piece of information from a past user action, you had to store that data in an external database, such as Amazon DynamoDB. For…...
Why Generic Outreach Fails: Building Custom State Machines to Solve Real Developer Bottlenecks
9+ hour, 6+ min ago (315+ words) We’ve all seen the boilerplate comments flooding technical boards—generic copy-pasted text that misses the mark entirely. Scaling effective outreach isn't about spamming; it's about context, precision, and building the right guardrails into your workflow. Over the past few weeks…...
Cloudflare's New CASB Policies: A Beginner's Checklist for Safe App Retries
9+ hour, 33+ min ago (1196+ words) Your app sends a request. The screen spins. Eventually, it says something went wrong. Did the action fail, or did the answer fail to reach you? Those are different problems. If you ask AI to fix both with “just retry,…...
How Seed4J Validates Compatibility
10+ hour, 44+ min ago (279+ words) How Seed4J uses Renovate, GitHub Actions, and 25 generated project configurations to validate compatibility across modern technology stacks. Tagged with opensource, githubactions, devops, security....