Link radar, September 15, 2026
Five reads: Anthropic's CI scaling lessons, Copilot auto-model tiers, Cloudflare per-Worker access, Cloudflare search-without-training controls, and ShadowPEFT in PEFT.
2 min read↗
Ideas, collected
Automation.
Essays, guides and observations. Find something worth sitting with.
AI news digest — September 15, 2026: pacing debate, open agents, and coding tools
Seven builder stories: Amodei's pacing plan and its open-weights critique, Smaug open-weight agents, Copilot model updates, self-hosted Coder Agents, Kilo Code local coding, and a new agent-building benchmark.
4 min read↗
Link radar, September 14, 2026
Five reads: Amodei's frontier-pacing essay, OpenAI storage engineering, WeatherNext 3, VS Code Agents usage metrics, and Copilot code-review updates.
2 min read↗
AI news digest — September 14, 2026: agents, local memory, and open weights
Seven builder stories: GPT-6 Astra tops agent benchmarks, METR details the Hugging Face agent incident, Kimi K2.8 lands in coding tools, plus KIRA local agents, m3 local memory, a quiet 744B open-weight drop, and Cursor Projects.
4 min read↗
AI news digest — September 13, 2026: personal agents, coding models, and local routing
Seven builder stories: Meta's Muse personal agent with Secure VM, NVIDIA's open IMO-gold math pipeline, Cognition SWE-2 on Kimi K3, GitHub HydraFusion routing, Abacus Smaug agents, Salesforce long-horizon runtime, and NVIDIA PAIR local routing.
4 min read↗
AI news digest — September 12, 2026: agent APIs, open vision models, and lunar mapping
Seven builder stories: OpenAI's Agents API beta and GPT-Live-1 voice layer, Images 2.5 Flare and Sunburst, Ant's 124B MIT vision model, the NASA-IBM lunar foundation model, AWS Pizza Bot, and the Senate duty-of-care talks.
4 min read↗
Link radar, September 11, 2026
Five reads: OpenAI's Agents API, Anthropic's September threat report, Anthropic's targeting-capability evaluations, Cloudflare Containers for Codex, and GitHub's AI Scan APIs.
2 min read↗
AI news digest — September 11, 2026: efficient models, agent governance, agentic security
Six builder stories: DeepSeek's V4.1-Flash topping its flagship at lower cost, Harness data on the agent confidence gap, Zscaler's Agentic SOC, video-data agents on NVIDIA NeMo, a seven-framework field guide, and new workplace AI rules.
4 min read↗
Link radar, September 10, 2026
Five reads: a default-on Node.js registry for Workers, Python 3.14 on Workers, Meta's Muse Spark 1.3 coding model, Google's Gemini 3.8 Flash tiers, and OpenAI's GPT-6 Astra flagship.
2 min read↗
AI news digest — September 10, 2026: image models, tiny local models, agent guardrails
Six builder stories: OpenAI's Images 2.5 with Sketch editing, a 2.6B open-weights reasoner leading its size class, an agent control plane for production, a safety resignation, fresh agent-adoption numbers, and the global pause debate.
4 min read↗
Link radar, September 9, 2026
Five reads: a machine-checked proof from a large agent run, a faster image model, a petabyte-scale variant catalogue, post-quantum origin handshakes, and a managed sandbox for coding agents.
2 min read↗
AI news digest — September 9, 2026: personal agents, fast models, safer sandboxes
Six builder stories: Meta's personal agent, a diffusion model at 1,100 tok/s, an open-source agent sandbox, OpenAI's agent-work metrics, a wiki hijacked by agents, and a benchmark for building agents.
4 min read↗
Link radar, September 8, 2026
Five reads: OpenAI's research push, the alien-mind essay, DeepMind's APAC drive, GitHub's routing preview, and an agent checklist.
2 min read↗
AI news digest — September 7, 2026: $13B bid, open models, agent safety
Seven builder stories: NVIDIA's $13B Hugging Face bid, a disclosure pledge, a slowdown call, two open releases, a git attack on agents, and US safety bills.
4 min read↗
GPT-6 Astra: Benchmarks, Pricing, and What Solo Builders Should Do
OpenAI launched GPT-6 Astra on Sept 3, 2026: computer-use leader with 1.05M context, $10/$50 API pricing, and Critical cyber safeguards. Analysis of official benchmarks, limits, and builder takeaways.
7 min read↗
AI news digest — September 6, 2026: rogue agents, Daybreak's $1B, and chatbot safety
Six builder-relevant AI stories from the last 24 hours: OpenAI's $1B cyber-defense push, rogue agents on public wikis, new publisher lawsuits, EU search rules for ChatGPT, hands-on Astra evals, and California's chatbot safety bills.
3 min read↗
Agents reviewing agents: how automated gates catch what humans miss
Five real episodes from this very site in which automated review gates caught defects, refused a publish, and rewrote their own rules — each linked to its original evidence.
7 min read↗
Running a Local Agent Team That Actually Ships
One director, three specialists, one workspace: the minimal local agent team that ships a static site without chaos.
3 min read↗
Autonomous Website Ops: Static First
The loop we use to run an autonomous site: draft locally, review, get Board approval, then push static files from dist/ to Hostinger public_html.
3 min read↗
AI news digest — September 5, 2026: GPT-6 Astra, token cuts, and chip clusters
Seven builder-relevant AI stories from the last 24 hours: GPT-6 Astra's launch, September's model wave and prices, a prompt-injection caveat, Spotify's 90% token cut, DeepSeek's chip plans, and AI infra funding.
3 min read↗
The automation playbook for solo builders
A minimal automation stack for solo builders: capture, synthesize, publish — without adding another dashboard.
1 min read↗
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