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TILens What matters today in tech v0.3.0
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Daily edition · AI

The daily ledger

TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.

11 Aug 2026 edition

14 articles · 10 sources · 1 paper ·

Top topics: AI · Python · AI Labs

Python AI Django

Stealing Reasoning Traces from Proprietary LLM APIs

Stealing Reasoning Traces from Proprietary LLM APIs A vanity domain name (stolen-thoughts.com) for a neat paper: Anthropic, OpenAI, and Google return encrypted chain-of-thought blocks to clients that can be replayed…

Source: Simon Willison's Weblog
Python AI Django

datasette-upload-dbs 0.5a0

Release: datasette-upload-dbs 0.5a0 This plugin has been around for a while - it lets users upload a brand new SQLite database to a hosted Datasette instance, at which point that database will start being served by that…

Source: Simon Willison's Weblog
Architecture AI

TDD inside the agent loop - theater or actual value?

My colleagues at Thoughtworks tend to be big fans of Test-Driven Development, and many people in the industry advocate telling LLM agents to use TDD when building software. Birgitta Böckeler was curious if this really…

Source: Martin Fowler Martin Fowler (martin@martinfowler.com)
AI Labs AI

Testing ads in ChatGPT

OpenAI begins testing ads in ChatGPT to support free access, with clear labeling, answer independence, strong privacy protections, and user control.

Source: OpenAI News
AI Labs AI

Daybreak models are now available on AWS

OpenAI and AWS are making Daybreak cybersecurity capabilities available through Amazon Bedrock to support enterprise security workflows.

Source: OpenAI News
Hugging Face AI

Hugging Face Journal Club: Direct On-Policy Distillation

The Hugging Face research team discusses the paper "Weak-to-Strong Generalization via Direct On-Policy Distillation" which proposes a cheap way to transfer the benefits of reinforcement learning from small models to…

Source: Hugging Face Hugging Face
Python AI

Coding With OpenCode: AI-Assisted Python

Learn how to use OpenCode for AI-assisted Python coding, using a free Gemini API key to analyze and refactor code right in your terminal.

Source: Real Python