Your AI agent gets worse long before the context fills
Agents degrade as context grows, well before the window is full. Here is the token budget that fixes it, and what each fix costs you in latency.
Thu Aug 20 2026 · 5 min read · 10 views
AI
An AI agent can infect the next one through AGENTS.md
Anthropic and EPFL showed AI agents passing self-spreading instructions through shared prompt files. The fix is one paragraph, and it works today.
Thu Aug 20 2026 · 5 min read · 5 views
Best AI agent framework 2026? Rank them by churn
Which is the best AI agent framework in 2026? Rank them by churn: pick by how often a framework breaks your code, not by its feature list. Capability is close enough across the main options that
Thu Aug 20 2026 · 6 min read · 6 views
89% watch agents fail. Only half test before shipping.
Most teams can see their agent failing in production. Fewer than half can catch it beforehand.
Wed Aug 19 2026 · 6 min read · 3 views
Agent memory that does not wreck your prompt cache
Most advice on agent memory treats it as a storage question. Pick a vector store, summarize when the window fills, move on. That misses the bill.
Wed Aug 19 2026 · 6 min read · 9 views
Your agent loops forever. It is probably tool_choice.
Your agent calls the same tool repeatedly and never returns an answer. The advice you will find first is to set maxiterations, which caps your bill without addressing the underlying defect.
Wed Aug 19 2026 · 6 min read · 10 views
AutoGen is in maintenance mode. Where to migrate now.
AutoGen is not getting new features. The project README states it plainly: "AutoGen is now in maintenance mode. It will not receive new features or enhancements and is community managed going
Wed Aug 19 2026 · 5 min read · 6 views
The Assistants API shuts down August 26. Port it now.
OpenAI's Assistants API stops working on August 26, 2026. That is six days from today. After that date, calls to /v1/assistants, /v1/threads and /v1/threads/runs return an error, according to OpenAI's
Wed Aug 19 2026 · 5 min read · 9 views
Sonnet 5's September price rise is cancelled. Now what?
Anthropic cancelled the September 1 Claude Sonnet 5 price increase and made $2/$10 permanent. Here is what that changes for your model routing and budget.
Wed Aug 19 2026 · 5 min read · 8 views
Copilot's bonus credits end August 31. What breaks then?
GitHub Copilot's promotional AI credits stop on August 31, 2026. Nothing about how your team writes code changes on September 1. The invoice does.
Tue Aug 18 2026 · 7 min read · 21 views
Stripe bought OpenRouter. Should you still route through it?
Stripe has finalized a deal to acquire OpenRouter for more than $7 billion, Bloomberg reported on August 16, 2026. If your product calls a large language model through OpenRouter, nothing breaks this
Tue Aug 18 2026 · 7 min read · 7 views
Who can actually run GPT-5.6-Cyber, and what it costs
OpenAI now sells a model built to write exploits, and almost nobody can buy it. GPT-5.6-Cyber sits inside a tier called Daybreak Red, behind identity checks, legal paperwork and, from September 1,
Sun Aug 16 2026 · 5 min read · 9 views
1,600 Court Cases of Fake AI Citations. One Cause.
There is now a public database of more than 1,600 court decisions worldwide in which someone filed AI-fabricated material and a judge responded. It is the largest documented record of AI being used
Sun Aug 16 2026 · 5 min read · 6 views
Your AI Agent Bought the Wrong Thing. Who Pays?
Browsers and chat apps are now happy to hand an AI agent your payment details and let it check out on your behalf. Nobody has told you what happens when the agent buys the wrong running shoes, buys
Sun Aug 16 2026 · 6 min read · 8 views
Do You Have to Label AI Content? The Aug 2 Rules
Two AI labelling laws switched on together on August 2, 2026 — Article 50 of the EU AI Act and California's AI Transparency Act — and almost every explainer written about them is aimed at compliance
Sun Aug 16 2026 · 6 min read · 5 views
DeepSeek V4 pricing now depends on what time you run it
DeepSeek bills the same request at two prices, and the price depends on the UTC clock and the day of the week. Output from the flagship V4-Pro model costs $3.96 per million tokens at peak and $1.98
Sat Aug 15 2026 · 15 min read · 49 views
Nvidia's $500B AI financing deal, explained
Nvidia announced on 10 August 2026 that it is working with six of the world's largest capital managers. The goal is to mobilise more than $500 billion for AI data centres. Almost every report of that
Wed Aug 12 2026 · 6 min read · 124 views
ChatGPT Business Premium: $125 a Seat, Worth It?
OpenAI announced Premium seats for ChatGPT Business on August 11, 2026, at $125 per user per month, or $100 per user per month billed annually. A Premium seat carries five times the usage of a
Wed Aug 12 2026 · 5 min read · 14 views
Claude Code Auto Mode Goes Default August 14
On August 14, 2026, auto mode becomes the default permission mode for new Claude Code sessions on Pro, Max and Team plans. The agent stops asking before each step and simply proceeds, unless the
Wed Aug 12 2026 · 5 min read · 4 views
The cheapest AI API is not the cheapest to run
Every comparison chart ranks AI APIs by price per million tokens. That number does not tell you what a task costs. A model with a lower list price can finish a job for more money than a pricier one,
Sat Aug 08 2026 · 7 min read · 3 views