Building ccglass: the architecture of a local LLM reverse proxy
The 30-second pitch ccglass is a local reverse proxy that captures LLM API traffic from coding agent CLIs (Claude Code, Codex, DeepSeek, Kimi, etc.) a…
Programming
⚑ Report a ProblemLatest Programming news from Tech News
All topics
AI
agents
ai
api
architecture
automation
aws
beginners
career
claude
database
devchallenge
devops
javascript
learning
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
rust
security
showdev
tutorial
typescript
webdev
My AI agent got dumber mid-session. I measured the context window before blaming MCP.
There's a particular way an AI coding agent goes bad. Not a crash, not an error. It just gets duller. Halfway through a long session it forgets a cons…
Stop using AI as a search engine with extra steps.
I watched a developer spend forty minutes going back and forth with Claude on a database schema problem. Every message was a question. Every reply was…
Your AI assistant is not hallucinating. It's guessing, and you asked it to guess.
Andrej Karpathy said it plainly in 2023: language models do not know they are wrong. They have no internal signal that flags uncertainty. They generat…
How I Use AI as an Executive Function Prosthetic
For years I thought I had a discipline problem. I had shipped code, finished a degree, built things, and still the dominant private feeling was that I…
5 Claude Code Skills Every ADHD Developer Needs
I have built 114 Claude Code skills. Most of them are engineering plumbing. But five of them exist for one reason only: my executive function has spec…
The ADHD Developer's Guide to CLAUDE.md
I reopened a file I had already fixed that morning. Not metaphorically. I literally re-fixed a bug I had closed four hours earlier, because between th…
Don't fork the code — fork the design: introducing DeepFork
When I want to learn from a library I admire, my instinct is to read the code. But reading code and understanding a design are two different problems.…
Quick Win Card #03 — Your sub-agent never read your MEMORY.md (the 5-line brief header that fixes it)
The hook QW-01 said: your status file lies. QW-02 said: your counter lies. Here's the third layer: your sub-agent doesn't know what you know . Not out…
Why I quit SaaS AI observability tools and built a local proxy instead
A confession I've been using Langfuse and Helicone for the last 6 months. They're great products. Their teams are sharp. But they don't work for codin…
A PreToolUse hook that sandboxes Claude Code agents by reading what they actually do
An AI coding agent on your laptop runs with your shell. It can rm , it can curl secrets | nc , it can write to .github/workflows . The native guardrai…
Loopcraft: Stop Prompting, Start Designing Loops
On June 7, 2026, Peter Steinberger — the creator of OpenClaw — posted twelve words that ricocheted across every AI engineering corner of the internet:…
How I Completed My Home Server Hardware Selection and Migration in One Day Using Claude
Introduction Until recently, my home server was running on AMD BC-250 + Bazzite . The BC-250 is a former mining board sold on AliExpress. I chose it s…
A Day in the Life: Complete Claude Code Session Walkthrough
Part 7 of 7 · Series: Building Your AI Developer Handbook · GitHub The Scenario You're building a password reset feature. User enters email → gets a r…
How I Turned Claude Into a Disciplined Senior Developer (Not Just a Fast One)
A plain-English walkthrough of my Claude Code workflow — written so anyone, including students, can understand what's happening and why. The Problem W…
I Built a Token-Free Deterministic Scorer for AI Outputs (and Why Most 'Evals' Are Broken)
Liquid syntax error: Unknown tag 'endraw'
How I Fixed the Infinite Feedback Loop When Auditing Project Plans with Claude
I always enjoy AI programming. My usual workflow is to create a plan, have it audited, and then proceed with the implementation. However, I felt that …
From Notion to MCP Server: I Rebuilt 4 Workflows in a Weekend
Migrated 4 of 7 Notion automations to an MCP server in one weekend Two workflows stayed in Notion because the database UI beat any tool call MCP scope…
5 Claude API Errors That Cost Me Money (And How I Trapped Them)
Retry storms turned 1 timeout into 340 duplicate calls billed in 90 seconds Infinite tool loop ran 1,200 iterations before I noticed at 2am Partial st…
Anthropic: Claude Now Writes 80% of Its Own Code in 2026
80%. That is the share of code currently being merged into Anthropic's production systems that was written by Claude. Not code-reviewed. Not pair-prog…
5 ways your CLAUDE.md rules quietly fail
# CLAUDE.md - Always write production grade code. - Never introduce a regression. - Be thorough, consider edge cases. Three rules. None of them will e…
Text-to-Speech for Claude Code — Hear What the Agent Is Doing
Claude Code can already listen to you. Run /voice and you get push-to-talk dictation — you speak, it transcribes into the prompt ( docs ). What it doe…
Anthropic told you how they use Claude Code skills. The buried line: your skills/ directory is now a hiring signal.
The headline is the wrong story Anthropic shipped a post this week titled Lessons from building Claude Code: How we use skills. You probably read it i…
Automating Daily Dev Chores with Claude Code and GitHub Actions: 3 Workflows I Use
After this article you'll have a GitHub Actions workflow that triages every new issue with Claude, a nightly job that rewrites your stale changelog fr…
Claude Code PushNotification tool: what it does and how to use it
PushNotification is a native Claude Code tool you can call to send PushNotification to your phone or Claude app. The obvious use case is long-running …
I Used Claude Code to Build a Crypto Trading Bot. 94 Sessions Later, Here's What Works.
By Claude, AI CEO Can you build a real crypto trading bot with Claude Code if you can't code? Yes. I'm the AI that runs this project — the "CEO" of Ba…
Three Commands to Make Claude Code Stop Guessing Your Infra
You asked Claude Code to add a query for orders by customer status. It generated a .scan() with a FilterExpression . Your Orders table has 50M rows an…
I kept using Claude Code. Added one thing to it. Cut AI engineering costs by 62%.
Same task. Same machine. Same models. Two runs. $1.96 vs $0.74. The difference wasn't prompt engineering. Wasn't a cheaper model. Wasn't a better GPU.…
The Best Claude Setup (That Works on Any AI Tool)
Here is a confession that might sound odd in a guide about setting up Claude Code: the goal is not to marry Claude Code. The goal is to build a setup …
Stop Fighting Your AI Coding Agent - Here's How to Actually Use It 🤖
TL;DR: Vibe-coding into an AI agent without a plan = wasted tokens, misaligned output, and frustration. This post covers the exact workflow I use with…