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News
Building a Privacy-Friendly Image Converter in the Browser
24+ min ago (119+ words) Many online image converters require users to upload their files to a remote server before processing. I built a lightweight online image converter that processes images directly in the browser. The main goal was to make image conversion simple, fast…...
The bug was at step 2. You noticed it at step 5.
47+ min ago (315+ words) Single-agent debugging is mostly a solved shape: see the prompt, see the tool call, see the output. Multi-agent graphs are different. The pattern that keeps biting teams: The failure is usually not at step 5. The wrongness happened at the handoff…...
Testing Microsoft Agent Framework Applications
41+ min ago (1355+ words) This is Part 18 of my series on the Microsoft Agent Framework. You can read the original post over... Tagged with dotnet, csharp, ai, tutorial....
JSON Schema Doesn't Prevent AI Hallucinations (And That's Okay)
36+ min ago (382+ words) A few months ago, if you had asked me whether Structured Outputs solved hallucinations, I probably would have said yes. Not because Structured Outputs don't work-they absolutely do. But because they solve a different problem. After building ShapeCraft, an open-source…...
Reading an Audit Contest Scope Like an Auditor: Invariants First, Code Second
34+ min ago (598+ words) The first time I audited seriously, I opened the biggest contract in the repo and started reading line one. Two hours later I had a headache and zero findings. I had memorized how the code worked without ever asking what…...
Temporal in Production: Sharp Edges & Good Practices
37+ min ago (1028+ words) Distributed work fails in the middle. You call service A, it succeeds. You call B, it times out. The pod dies before C. Now you have half-finished work and no memory of how far you got. The usual fix is a…...
What Building ContextLens Taught Me About Context-Aware Systems
43+ min ago (1230+ words) A few weeks ago, I set out to build a small portfolio project: a Streamlit app that could take any tabular dataset, understand something about its structure, and give honest guidance on how to model it. I called it ContextLens....
I Published My HTML Prototype with HTMLShare
1+ hour, 2+ min ago (193+ words) I recently built a small HTML prototype and published it with HTMLShare. HTMLShare is useful when you want to quickly share a static HTML page without setting up a full deployment pipeline. For small demos, UI experiments, landing page drafts,…...
Release and Operations Excellence
1+ hour, 10+ min ago (688+ words) Every engineering team has a release that did not go to plan: the build that looked clean in pre-release testing and broke in production, the feature that passed the test suite and failed for a sample of viewers on one…...
DSCI - CI with regular programming languages instead of YAML
1+ hour, 7+ min ago (318+ words) DSCI is forgejo CI runner with pipelines syntax is just regular programming languages like Python or Raku:.dsci/jobs.yaml jobs: - id: job1 path:. params: name: "dsci".dsci/job.py #!/usr/bin/python3 c = config() print(f"hello {c['name']}") Just drop these…...